Xeon Tests Intel Xeon W-3275M testing with a Supermicro X11SPA-T v1.01 (3.1 BIOS) and eVGA NVIDIA GeForce RTX 2080 Ti 11GB on Ubuntu 19.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2004196-VE-2004019NI59&sro&grw .
Xeon Tests Processor Motherboard Chipset Memory Disk Graphics Monitor Network Audio OS Kernel Desktop Display Server Display Driver Compiler File-System Screen Resolution OpenGL 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 2 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads) GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS) Intel Sky Lake-E DMI3 Registers 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM 280GB INTEL SSDPED1D280GA ASPEED VE228 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE Ubuntu 20.04 5.4.0-18-generic (x86_64) GNOME Shell 3.36.0 X Server 1.20.7 modesetting 1.20.7 GCC 9.3.0 ext4 1920x1080 Intel Xeon Gold 5220R @ 3.90GHz (18 Cores / 36 Threads) 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM 1024x768 Intel Xeon Platinum 8280 @ 4.00GHz (28 Cores / 56 Threads) 2 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads) 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM Intel Xeon Gold 5218 @ 3.90GHz (16 Cores / 32 Threads) 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM 2 x VE228 1920x1080 Intel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads) 3 x VE228 Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads) 4 x VE228 2 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads) 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM 5 x VE228 2 x Intel Xeon Silver 4216 @ 3.20GHz (32 Cores / 64 Threads) 6 x VE228 Intel Xeon W-3275M @ 4.60GHz (28 Cores / 56 Threads) Supermicro X11SPA-T v1.01 (3.1 BIOS) 188GB 2 x 1024GB Samsung SSD 970 PRO 1TB eVGA NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz) Realtek ALC888-VD BenQ SW271 Intel I210 + Aquantia AQC107 NBase-T/IEEE Ubuntu 19.10 5.3.0-46-generic (x86_64) GNOME Shell 3.34.3 X Server 1.20.5 NVIDIA 430.50 4.6.0 GCC 9.2.1 20191008 + CUDA 10.1 3840x2160 OpenBenchmarking.org Compiler Details - 2 x Xeon Gold 5220R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Xeon Gold 5220R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Xeon Platinum 8280: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - 2 x Xeon Platinum 8280: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Xeon Gold 5218: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Xeon Silver 4216: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Xeon Gold 6226R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - 2 x Xeon Gold 6226R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - 2 x Xeon Silver 4216: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Xeon W-3275M: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details - Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c Java Details - 2 x Xeon Gold 5220R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - Xeon Gold 5220R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - Xeon Platinum 8280: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - 2 x Xeon Platinum 8280: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - Xeon Gold 5218: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - Xeon Silver 4216: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - Xeon Gold 6226R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - 2 x Xeon Gold 6226R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - 2 x Xeon Silver 4216: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - Xeon W-3275M: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-1ubuntu119.10.1) Python Details - 2 x Xeon Gold 5220R: + Python 3.8.2 - Xeon Gold 5220R: + Python 3.8.2 - Xeon Platinum 8280: + Python 3.8.2 - 2 x Xeon Platinum 8280: + Python 3.8.2 - Xeon Gold 5218: + Python 3.8.2 - Xeon Silver 4216: + Python 3.8.2 - Xeon Gold 6226R: + Python 3.8.2 - 2 x Xeon Gold 6226R: + Python 3.8.2 - 2 x Xeon Silver 4216: + Python 3.8.2 - Xeon W-3275M: Python 2.7.17 + Python 3.7.5 Security Details - 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 OpenCL Details - Xeon W-3275M: GPU Compute Cores: 4352
Xeon Tests mkl-dnn: Convolution Batch conv_all - bf16bf16bf16 nettle: aes256 nettle: poly1305-aes smhasher: wyhash dacapobench: Jython renaissance: Scala Dotty renaissance: Apache Spark Bayes renaissance: Savina Reactors.IO mkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16 renaissance: Apache Spark PageRank lzbench: Zstd 1 - Compression lzbench: Zstd 1 - Decompression lzbench: Zstd 8 - Compression lzbench: Zstd 8 - Decompression lzbench: Crush 0 - Compression lzbench: Crush 0 - Decompression lzbench: Brotli 2 - Compression lzbench: Brotli 2 - Decompression basis: ETC1S mkl-dnn: Convolution Batch conv_googlenet_v3 - f32 basis: UASTC Level 3 mrbayes: Primate Phylogeny Analysis himeno: Poisson Pressure Solver mkl-dnn: IP Batch All - f32 scikit-learn: mkl-dnn: Deconvolution Batch deconv_3d - f32 mkl-dnn: Convolution Batch conv_3d - u8s8f32 mkl-dnn: Deconvolution Batch deconv_1d - f32 mkl-dnn: Convolution Batch conv_alexnet - u8s8f32 mkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32 mkl-dnn: Deconvolution Batch deconv_all - f32 mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32 mkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16 mkl-dnn: IP Batch 1D - f32 numpy: mkl-dnn: Convolution Batch conv_alexnet - f32 cloverleaf: Lagrangian-Eulerian Hydrodynamics deepspeech: CPU mlpack: scikit_ica mlpack: scikit_qda mlpack: scikit_svm mkl-dnn: Convolution Batch conv_all - u8s8f32 mkl-dnn: IP Batch All - u8s8f32 mkl-dnn: Deconvolution Batch deconv_1d - u8s8f32 mkl-dnn: IP Batch 1D - bf16bf16bf16 mkl-dnn: Convolution Batch conv_3d - bf16bf16bf16 mkl-dnn: Convolution Batch conv_all - f32 mlpack: scikit_linearridgeregression lammps: Rhodopsin Protein mkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16 nettle: chacha mkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16 nettle: sha512 mkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16 smhasher: wyhash hpcg: npb: BT.C npb: EP.C npb: EP.D npb: LU.C npb: MG.C npb: SP.B namd: ATPase Simulation - 327,506 Atoms intel-mpi: IMB-P2P PingPong arrayfire: BLAS CPU arrayfire: Conjugate Gradient CPU build-gdb: Time To Compile stockfish: Total Time john-the-ripper: Blowfish john-the-ripper: MD5 build-llvm: Time To Compile compress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 asmfish: 1024 Hash Memory, 26 Depth build-gcc: Time To Compile build-linux-kernel: Time To Compile tungsten: Hair tungsten: Water Caustic svt-vp9: Visual Quality Optimized - Bosphorus 1080p dav1d: Summer Nature 4K dav1d: Summer Nature 1080p dav1d: Chimera 1080p 10-bit svt-av1: Enc Mode 4 - 1080p svt-av1: Enc Mode 8 - 1080p v-ray: CPU blender: BMW27 - CPU-Only blender: Classroom - CPU-Only blender: Fishy Cat - CPU-Only blender: Barbershop - CPU-Only blender: Pabellon Barcelona - CPU-Only radiance: Serial radiance: SMP Parallel embree: Pathtracer - Crown embree: Pathtracer ISPC - Crown embree: Pathtracer - Asian Dragon embree: Pathtracer - Asian Dragon Obj embree: Pathtracer ISPC - Asian Dragon embree: Pathtracer ISPC - Asian Dragon Obj oidn: Memorial luxcorerender: DLSC luxcorerender: Rainbow Colors and Prism ospray: San Miguel - SciVis ospray: XFrog Forest - SciVis ospray: San Miguel - Path Tracer ospray: NASA Streamlines - SciVis ospray: XFrog Forest - Path Tracer ospray: Magnetic Reconnection - SciVis ospray: NASA Streamlines - Path Tracer appleseed: Emily appleseed: Disney Material appleseed: Material Tester build2: Time To Compile pyperformance: float pyperformance: regex_compile pyperformance: python_startup pyperformance: django_template phpbench: PHP Benchmark Suite pgbench: Buffer Test - Normal Load - Read Only pgbench: Buffer Test - Normal Load - Read Write pybench: Total For Average Test Times 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 3917.52 6159.21 2797.22 18.806 4877 7414.619 3662.767 26257.008 9.42591 24540.720 437 1147 74 1101 93 419 172 613 54.554 54.8190 27.981 134.928 3404.690861 10.6348 10.458 2.69700 4896.41 2.12680 35.9778 15.7542 1278.25 3112.36 187.168 2.23009 300.73 122.761 1.06 125.11863 77.41 42.69 17.92 2479.28 4.08605 0.560890 5.72791 15.2177 999.544 2.39 17.378 7.22975 1024.975 712.201 489.15 3152.41 25.6303 100761.29 3768.66 3780.59 108883.40 58984.18 50932.88 0.60333 19650424.333333 2359.13 9.898 146.439 74235829 51324 4821000 286.782 10.449 85501851 1060.578 36.699 11.0726 23.3367 237.57 177.89 321.84 70.81 5.302 49.209 40270 60.67 165.96 98.24 260.56 208.30 746.918 230.561 29.5153 33.4469 35.8757 32.3301 43.0983 37.1498 27.97 4.44 4.46 43.48 7.19 3.95 55.56 3.98 47.62 10.42 180.645797 88.856634 189.459653 72.151 113 167 11.2 47.3 631283 598798.571324 34227.724903 1100 7839.95 6133.91 2779.78 18.815 4834 7556.329 3150.096 22776.295 16.8253 21704.485 444 1180 76 1194 98 428 176 651 56.018 108.161 46.708 134.483 3398.397455 8.90795 10.112 4.88966 9696.92 3.36432 66.7352 28.4532 1920.74 6072.57 369.287 4.49985 313.76 244.745 1.28 126.07801 68.19 34.24 17.82 4826.71 4.61054 0.843709 8.68590 29.9173 1948.77 2.25 9.535 13.1428 1020.093 1433.47 485.86 5695.58 13.3529 50787.79 1863.15 1966.61 56744.87 31197.22 23346.56 1.15745 10276849.521739 1201.54 6.409 151.909 38167326 25547 2506000 430.426 10.355 43217939 1167.683 59.012 18.9840 25.0080 224.01 160.59 274.98 58.05 4.285 33.088 21886 113.30 328.81 175.95 456.47 404.78 749.923 242.515 16.0514 17.6604 19.6105 17.7957 23.6042 20.3418 18.41 2.32 2.48 23.26 3.70 2.14 28.57 2.06 27.03 5.38 284.27974 158.77238 162.860353 91.641 114 168 11.3 47.1 629690 383120.690509 45518.593515 1114 3497.47 6313.16 2867.48 22.678 4547 6664.254 2674.175 21975.122 7.69605 20621.229 457 1212 77 1224 101 440 181 673 51.446 42.0758 30.689 128.848 3510.205159 6.79509 9.127 1.96279 5919.94 1.46232 26.8391 11.2900 1113.54 3716.98 166.984 2.39451 330.33 94.1937 0.96 118.09377 67.36 30.45 17.19 2846.12 3.23121 0.371036 4.83170 14.0780 765.745 1.67 15.314 6.55374 1051.111 637.374 501.98 2935.99 14.9097 71842.34 3194.18 3283.38 74255.67 37089.05 32682.14 0.70709 16653864.768116 3432.16 4.115 144.643 62891312 42864 4090000 308.741 8.203 68762075 1063.705 40.898 12.6863 22.0167 265.40 199.08 323.20 65.40 6.030 51.917 34710 69.80 198.25 110.67 287.80 246.31 728.361 235 26.2800 28.7730 32.2474 29.2061 38.3100 33.0490 31.10 3.79 4.11 38.46 6.25 3.52 50 3.46 42.87 9.49 197.649505 103.833099 123.979103 74.118 109 164 11.2 46.2 649164 560887.766696 53139.057777 1076 1766.35 6320.00 2868.69 22.677 4711 6890.606 3228.633 26764.941 4.35817 23588.397 449 1168 75 1124 96 428 176 623 52.694 23.1772 19.885 129.986 3514.604106 9.52466 9.392 1.13608 3005.48 1.24029 19.8143 7.46050 881.783 1893.72 86.5391 1.63986 321.82 49.8437 0.69 122.22468 63.35 38.35 17.19 1517.44 3.11002 0.394455 3.65964 7.92912 496.816 1.82 24.788 4.06847 1051.936 320.060 500.98 1779.15 28.8542 136046.53 6104.94 6284.65 140090.32 69175.12 70893.41 0.36226 31821690.550725 3430.28 7.481 142.695 119715795 84084 7880000 221.515 9.137 133839896 1005.530 27.309 7.82706 21.5896 233.17 221.31 409.88 85.14 7.033 56.982 64331 38.79 100.47 66.39 187.33 129.01 728.246 226.076 45.6121 53.2304 57.4870 51.7853 68.4241 58.6945 34.49 7.19 7.15 69.52 12.05 6.53 90.91 6.67 71.43 18.18 154.980752 68.618272 193.44241 62.776 109 164 11.2 45.9 649693 909916.490086 24466.911227 1073 10255.2 6164.79 2798.56 19.806 5096 8286.123 3477.331 27198.080 21.4290 23703.029 446 1184 74 1195 96 430 176 655 58.473 131.088 55.209 147.734 3405.035897 9.30959 10.286 5.80420 11821.3 3.99488 81.0705 34.6031 1699.69 7189.03 484.594 4.75696 315.14 298.300 1.37 128.40692 68.78 37.41 17.98 5840.26 4.83875 0.976730 8.8271 39.9985 2363.00 2.46 8.158 16.5484 1024.493 1874.47 489.51 6721.02 13.0138 48617.05 1621.48 1635.78 48143.49 30328.65 22329.34 1.51168 9066471.0434783 1002.09 7.042 156.299 32424332 21403 1912667 501.218 11.122 36561817 1218.874 67.156 22.4866 25.9635 172.82 136.86 265.46 55.88 3.339 27.193 16981 149.39 433.42 229.28 589.07 531.98 747.844 241.897 12.3882 14.4163 15.3104 13.8526 19.4321 16.7685 15.80 1.74 1.88 18.87 3.01 1.75 23.26 1.68 22.22 4.37 328.139133 182.557972 179.751505 101.716 114 167 11.1 47.2 632455 322051.631187 40894.896756 1101 10258.0 5024.39 2291.69 22.131 5768 8634.691 3588.692 22798.382 21.4755 25271.433 365 973 64 998 82 353 146 542 67.461 171.428 58.246 193.466 2823.595364 10.1930 12.030 7.63646 12300.3 5.31087 105.826 45.0502 2201.04 7457.86 484.895 5.16658 272.12 395.441 1.49 135.99744 81.36 40.75 20.89 6241.16 5.59275 1.27375 10.9014 40.0192 3129.93 2.97 7.810 16.5516 837.612 1875.23 399.99 6721.54 22004.08 11.8883 46389.79 1545.50 1571.49 46723.01 28301.13 21149.68 1.51721 8923779.5507246 765.491 7.819 177.772 31174576 20424 1893333 531.152 11.430 35085496 1398.020 71.770 23.6129 28.8979 173.18 132.46 232.35 50.10 3.309 26.460 17105 149.02 432.11 229.71 593.13 531.39 909.318 299.739 12.4316 11.3827 15.2796 13.8827 15.5911 13.4918 12.85 1.77 1.88 14.71 2.34 1.40 18.18 1.31 17.94 3.41 345.389961 194.401843 188.776756 109.699 137 204 15.4 57.5 515697 313376.779917 40373.304894 1342 5709.17 6161.42 2795.49 25.134 4609 6999.497 2856.850 27198.856 12.3271 21743.019 445 1182 74 1193 95 429 176 653 54.790 69.1431 44.943 123.702 3401.157135 8.84233 9.924 3.13006 9374.60 2.23126 42.2202 17.9735 983.913 5864.26 269.991 4.41366 318.87 155.368 1.27 119.78717 61.82 31.96 17.92 4478.93 4.53821 0.528632 5.71439 22.4243 1227.07 1.93 10.325 9.90362 1024.992 1042.34 488.81 3966.73 19429.87 13.9581 56576.12 2044.24 2094.53 58594.50 31633.6 23859.79 1.13586 10620968.608695 2137.03 6.451 139.120 39776292 27126 2583000 433.191 10.330 44614925 1092.587 57.772 18.6129 24.0874 221.95 170.07 307.75 62.32 4.340 34.636 22074 111.82 321.53 173.95 453.22 400.96 746.687 242.002 15.9943 16.8099 19.3472 17.4223 22.4598 19.3228 22.01 2.35 2.51 22.69 3.68 2.02 29.41 2.02 25.48 5.52 276.768654 155.228014 156.605614 88.977 115 168 11.0 47.3 632431 376860.318615 46503.283040 1103 2871.11 6157.49 2797.43 25.129 4806 7231.014 3405.414 27972.998 6.29647 24522.220 437 1141 72 1100 91 418 172 608 54.947 36.3716 27.226 124.258 3410.383938 10.5239 10.449 1.70749 4821.24 1.49724 26.5363 11.3282 711.389 2987.08 137.734 2.18975 304.16 81.1400 0.93 123.38702 74.63 44.53 17.77 2377.91 4.11779 0.369060 3.21281 11.6076 694.324 2.08 18.150 5.38402 1025.384 527.017 489.42 2169.93 19424.11 26.5910 77470.67 4005.26 3969.60 106268.33 58681.42 49232.24 0.58237 20467429.521739 3912.30 7.155 133.444 75203729 53485 4977667 279.682 10.206 83894514 996.904 36.595 10.6653 23.1916 256.91 203.10 358.62 73.95 5.431 51.710 34749 59.45 163.32 96.41 257.01 207.41 745.686 233.042 28.9602 31.7318 34.6919 31.3117 40.4325 34.8030 33.06 4.5183 4.32 42.27 7.09 3.71 55.56 3.88 45.45 10.56 177.661148 84.844108 185.357154 70.608 113 167 10.9 47.1 632601 587882.232699 37715.216271 1104 5156.69 5061.60 2294.74 22.129 5802 8583.014 4199.411 28596.105 10.9379 28045.920 359 943 63 930 80 344 142 509 65.644 87.5434 34.632 194.504 2817.673053 11.4215 12.549 3.85512 6329.94 3.06590 55.3361 23.7028 1364.26 3849.13 246.446 2.66699 262.78 197.914 1.00 133.01160 94.45 50.10 21.09 3215.17 4.82603 0.770300 5.56500 20.5163 1578.24 2.99 14.161 8.86913 841.649 938.910 401.13 3600.95 22011.20 23.1574 65509.98 2984.02 3144.70 85606.53 52832.47 42220.94 0.76982 17176230.536232 1497.75 16.92 169.704 60569696 41021 3764000 347.827 10.978 66895810 1268.815 45.315 13.6031 27.3948 206.42 159.60 272.55 59.51 4.216 40.548 27592 78.72 218.06 125.35 333.40 272.72 907.757 281.251 23.2674 21.7468 28.2032 25.4971 28.9732 25.0678 20.43 3.43 3.65 27.84 4.57 2.63 34.48 2.55 32.53 6.62 222.968514 107.498089 197.740442 86.325 137 204 15.4 57.5 519964 501697.238231 34916.030852 1343 3880.44 7070.60 3207.98 18.508 4321 6970.904 2743.623 25186.666 8.46273 21015.543 508 1299 84 1298 109 509 196 721 47.653 49.8744 30.634 143.348 3866.090988 7.54439 9.661 2.27526 6183.11 1.74515 31.9893 13.4504 1292.62 3852.37 188.611 2.86715 367.56 108.568 1.14 123.85252 54.91 32.65 15.78 2967.92 3.59218 0.458422 5.56304 16.5906 878.390 1.99 14.562 7.61595 1172.153 702.065 550.93 3293.94 26298.77 14.1623 69347.58 3025.11 3210.52 69606.84 35376.11 31426.53 0.81434 20246604.623188 3128.39 4.423 134.824 61170651 40326 3654000 281.678 8.380 66225641 994.583 36.367 12.7104 21.5517 282.18 256.60 537.84 81.60 6.389 53.819 33014 74.96 213.36 118.09 304.79 265.41 665.7 219.836 24.5503 26.4010 30.1057 27.1952 35.1495 30.3458 27.35 3.53 3.79 34.48 5.72 3.25 45.45 3.17 40 8.69 196.929786 106.643392 124.147301 66.415 94.5 157 17.7 49.9 734339 567696.505912 11704.231804 951 OpenBenchmarking.org
MKL-DNN DNNL Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 2K 4K 6K 8K 10K SE +/- 3.93, N = 3 SE +/- 2.73, N = 3 SE +/- 1.13, N = 3 SE +/- 6.81, N = 3 SE +/- 0.34, N = 3 SE +/- 4.68, N = 3 SE +/- 0.12, N = 3 SE +/- 0.26, N = 3 SE +/- 0.35, N = 3 SE +/- 0.11, N = 3 3917.52 2871.11 1766.35 5156.69 10255.20 7839.95 5709.17 3497.47 10258.00 3880.44 MIN: 3906.67 MIN: 2860.81 MIN: 1757.1 MIN: 5142.07 MIN: 10250.1 MIN: 7795.37 MIN: 5699.77 MIN: 3490.41 MIN: 10250.4 MIN: 3767 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Nettle Test: aes256 OpenBenchmarking.org Mbyte/s, More Is Better Nettle 3.5.1 Test: aes256 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1500 3000 4500 6000 7500 SE +/- 2.26, N = 3 SE +/- 8.42, N = 3 SE +/- 3.29, N = 3 SE +/- 1.63, N = 3 SE +/- 1.48, N = 3 SE +/- 2.03, N = 3 SE +/- 6.01, N = 3 SE +/- 7.98, N = 3 SE +/- 11.26, N = 3 SE +/- 39.45, N = 3 6159.21 6157.49 6320.00 5061.60 6164.79 6133.91 6161.42 6313.16 5024.39 7070.60 MIN: 4154.94 / MAX: 10200.04 MIN: 4104.14 / MAX: 10212.45 MIN: 4254.97 / MAX: 10469.4 MIN: 3412.46 / MAX: 8379.01 MIN: 4152.92 / MAX: 10208.98 MIN: 4136.23 / MAX: 10160.8 MIN: 4158.08 / MAX: 10213.08 MIN: 4256.89 / MAX: 10467.36 MIN: 3388.65 / MAX: 8334.48 MIN: 4721.3 / MAX: 11806.11 1. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
Nettle Test: poly1305-aes OpenBenchmarking.org Mbyte/s, More Is Better Nettle 3.5.1 Test: poly1305-aes 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 700 1400 2100 2800 3500 SE +/- 0.92, N = 3 SE +/- 0.50, N = 3 SE +/- 1.10, N = 3 SE +/- 1.74, N = 3 SE +/- 0.60, N = 3 SE +/- 5.86, N = 3 SE +/- 2.79, N = 3 SE +/- 0.87, N = 3 SE +/- 3.38, N = 3 SE +/- 24.77, N = 3 2797.22 2797.43 2868.69 2294.74 2798.56 2779.78 2795.49 2867.48 2291.69 3207.98 1. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
SMHasher Hash: wyhash OpenBenchmarking.org cycles/hash, Fewer Is Better SMHasher 2020-02-29 Hash: wyhash 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 6 12 18 24 30 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 18.81 25.13 22.68 22.13 19.81 18.82 25.13 22.68 22.13 18.51 1. (CXX) g++ options: -march=native -O3 -lpthread
DaCapo Benchmark Java Test: Jython OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Jython 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1200 2400 3600 4800 6000 SE +/- 23.48, N = 4 SE +/- 35.02, N = 4 SE +/- 19.30, N = 4 SE +/- 36.99, N = 4 SE +/- 26.49, N = 4 SE +/- 11.58, N = 4 SE +/- 15.39, N = 4 SE +/- 10.79, N = 4 SE +/- 10.08, N = 4 4877 4806 4711 5802 5096 4834 4609 4547 5768 4321
Renaissance Test: Scala Dotty OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Scala Dotty 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 2K 4K 6K 8K 10K SE +/- 62.31, N = 5 SE +/- 78.90, N = 5 SE +/- 56.89, N = 13 SE +/- 82.66, N = 9 SE +/- 41.65, N = 5 SE +/- 50.08, N = 5 SE +/- 46.73, N = 5 SE +/- 19.31, N = 5 SE +/- 17.62, N = 5 SE +/- 31.93, N = 5 7414.62 7231.01 6890.61 8583.01 8286.12 7556.33 6999.50 6664.25 8634.69 6970.90
Renaissance Test: Apache Spark Bayes OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Apache Spark Bayes 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 900 1800 2700 3600 4500 SE +/- 42.87, N = 25 SE +/- 38.94, N = 25 SE +/- 36.17, N = 25 SE +/- 65.14, N = 25 SE +/- 26.06, N = 25 SE +/- 38.41, N = 5 SE +/- 28.09, N = 25 SE +/- 19.41, N = 5 SE +/- 37.40, N = 25 SE +/- 30.38, N = 7 3662.77 3405.41 3228.63 4199.41 3477.33 3150.10 2856.85 2674.18 3588.69 2743.62
Renaissance Test: Savina Reactors.IO OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Savina Reactors.IO 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 6K 12K 18K 24K 30K SE +/- 496.64, N = 25 SE +/- 633.76, N = 25 SE +/- 474.27, N = 25 SE +/- 436.95, N = 25 SE +/- 516.85, N = 25 SE +/- 389.39, N = 25 SE +/- 426.81, N = 25 SE +/- 593.14, N = 25 SE +/- 251.20, N = 25 SE +/- 599.32, N = 25 26257.01 27973.00 26764.94 28596.11 27198.08 22776.30 27198.86 21975.12 22798.38 25186.67
MKL-DNN DNNL Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 5 10 15 20 25 SE +/- 0.01392, N = 3 SE +/- 0.00159, N = 3 SE +/- 0.00369, N = 3 SE +/- 0.00821, N = 3 SE +/- 0.05476, N = 3 SE +/- 0.00134, N = 3 SE +/- 0.00297, N = 3 SE +/- 0.00251, N = 3 SE +/- 0.02388, N = 3 SE +/- 0.03985, N = 3 9.42591 6.29647 4.35817 10.93790 21.42900 16.82530 12.32710 7.69605 21.47550 8.46273 MIN: 9.32 MIN: 6.25 MIN: 4.31 MIN: 10.86 MIN: 21.29 MIN: 16.72 MIN: 12.27 MIN: 7.67 MIN: 21.24 MIN: 8.21 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Renaissance Test: Apache Spark PageRank OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Apache Spark PageRank 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 6K 12K 18K 24K 30K SE +/- 255.27, N = 5 SE +/- 165.91, N = 5 SE +/- 286.23, N = 6 SE +/- 374.59, N = 5 SE +/- 172.76, N = 5 SE +/- 217.63, N = 5 SE +/- 29.95, N = 5 SE +/- 169.44, N = 5 SE +/- 195.96, N = 5 SE +/- 165.27, N = 5 24540.72 24522.22 23588.40 28045.92 23703.03 21704.49 21743.02 20621.23 25271.43 21015.54
lzbench Test: Zstd 1 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Zstd 1 - Process: Compression 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 110 220 330 440 550 SE +/- 0.58, N = 3 SE +/- 1.00, N = 3 437 437 449 359 446 444 445 457 365 508 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Zstd 1 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Zstd 1 - Process: Decompression 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 300 600 900 1200 1500 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 SE +/- 2.00, N = 3 SE +/- 1.33, N = 3 SE +/- 0.33, N = 3 SE +/- 2.65, N = 3 1147 1141 1168 943 1184 1180 1182 1212 973 1299 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Zstd 8 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Zstd 8 - Process: Compression 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 20 40 60 80 100 74 72 75 63 74 76 74 77 64 84 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Zstd 8 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Zstd 8 - Process: Decompression 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 300 600 900 1200 1500 SE +/- 1.53, N = 3 SE +/- 1.53, N = 3 SE +/- 1.86, N = 3 SE +/- 1.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.58, N = 3 SE +/- 1.53, N = 3 SE +/- 1.45, N = 3 1101 1100 1124 930 1195 1194 1193 1224 998 1298 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Crush 0 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Crush 0 - Process: Compression 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 20 40 60 80 100 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 1.00, N = 3 93 91 96 80 96 98 95 101 82 109 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Crush 0 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Crush 0 - Process: Decompression 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 110 220 330 440 550 SE +/- 0.33, N = 3 419 418 428 344 430 428 429 440 353 509 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Brotli 2 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Brotli 2 - Process: Compression 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 40 80 120 160 200 SE +/- 0.58, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 172 172 176 142 176 176 176 181 146 196 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Brotli 2 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Brotli 2 - Process: Decompression 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 160 320 480 640 800 SE +/- 1.33, N = 3 SE +/- 0.67, N = 3 SE +/- 5.03, N = 3 SE +/- 0.88, N = 3 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 SE +/- 1.45, N = 3 613 608 623 509 655 651 653 673 542 721 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
Basis Universal Settings: ETC1S OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: ETC1S 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 15 30 45 60 75 SE +/- 0.21, N = 3 SE +/- 0.18, N = 3 SE +/- 0.11, N = 3 SE +/- 0.14, N = 3 SE +/- 0.31, N = 3 SE +/- 0.23, N = 3 SE +/- 0.05, N = 3 SE +/- 0.12, N = 3 SE +/- 0.08, N = 3 SE +/- 0.48, N = 3 54.55 54.95 52.69 65.64 58.47 56.02 54.79 51.45 67.46 47.65 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
MKL-DNN DNNL Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 40 80 120 160 200 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.09, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.24, N = 3 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 54.82 36.37 23.18 87.54 131.09 108.16 69.14 42.08 171.43 49.87 MIN: 54.08 MIN: 34.65 MIN: 22 MIN: 86.64 MIN: 130.56 MIN: 106.43 MIN: 68.48 MIN: 41.31 MIN: 170.75 MIN: 44.78 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Basis Universal Settings: UASTC Level 3 OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 3 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 13 26 39 52 65 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 27.98 27.23 19.89 34.63 55.21 46.71 44.94 30.69 58.25 30.63 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
Timed MrBayes Analysis Primate Phylogeny Analysis OpenBenchmarking.org Seconds, Fewer Is Better Timed MrBayes Analysis 3.2.7 Primate Phylogeny Analysis 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 40 80 120 160 200 SE +/- 0.27, N = 3 SE +/- 0.25, N = 3 SE +/- 0.37, N = 3 SE +/- 0.67, N = 3 SE +/- 0.44, N = 3 SE +/- 0.03, N = 3 SE +/- 0.09, N = 3 SE +/- 0.01, N = 3 SE +/- 0.15, N = 3 SE +/- 0.13, N = 3 134.93 124.26 129.99 194.50 147.73 134.48 123.70 128.85 193.47 143.35 -lreadline 1. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mrdrnd -mbmi -mbmi2 -madx -mmpx -mabm -O3 -std=c99 -pedantic -lm
Himeno Benchmark Poisson Pressure Solver OpenBenchmarking.org MFLOPS, More Is Better Himeno Benchmark 3.0 Poisson Pressure Solver 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 800 1600 2400 3200 4000 SE +/- 5.10, N = 3 SE +/- 0.77, N = 3 SE +/- 5.39, N = 3 SE +/- 1.18, N = 3 SE +/- 1.15, N = 3 SE +/- 1.90, N = 3 SE +/- 1.26, N = 3 SE +/- 4.11, N = 3 SE +/- 1.23, N = 3 SE +/- 3.72, N = 3 3404.69 3410.38 3514.60 2817.67 3405.04 3398.40 3401.16 3510.21 2823.60 3866.09 1. (CC) gcc options: -O3 -mavx2
MKL-DNN DNNL Harness: IP Batch All - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: IP Batch All - Data Type: f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 3 6 9 12 15 SE +/- 0.02232, N = 3 SE +/- 0.06373, N = 3 SE +/- 0.01419, N = 3 SE +/- 0.05182, N = 3 SE +/- 0.02892, N = 3 SE +/- 0.00905, N = 3 SE +/- 0.01593, N = 3 SE +/- 0.00854, N = 3 SE +/- 0.01401, N = 3 SE +/- 0.10112, N = 3 10.63480 10.52390 9.52466 11.42150 9.30959 8.90795 8.84233 6.79509 10.19300 7.54439 MIN: 10.26 MIN: 10.17 MIN: 9.28 MIN: 11.02 MIN: 9.16 MIN: 8.69 MIN: 8.73 MIN: 6.68 MIN: 9.79 MIN: 6.71 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Scikit-Learn OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 0.22.1 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 3 6 9 12 15 SE +/- 0.024, N = 3 SE +/- 0.055, N = 3 SE +/- 0.122, N = 3 SE +/- 0.035, N = 3 SE +/- 0.041, N = 3 SE +/- 0.034, N = 3 SE +/- 0.029, N = 3 SE +/- 0.042, N = 3 SE +/- 0.028, N = 3 SE +/- 0.035, N = 3 10.458 10.449 9.392 12.549 10.286 10.112 9.924 9.127 12.030 9.661
MKL-DNN DNNL Harness: Deconvolution Batch deconv_3d - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_3d - Data Type: f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 2 4 6 8 10 SE +/- 0.00092, N = 3 SE +/- 0.00200, N = 3 SE +/- 0.00373, N = 3 SE +/- 0.00590, N = 3 SE +/- 0.01731, N = 3 SE +/- 0.01927, N = 3 SE +/- 0.00634, N = 3 SE +/- 0.00032, N = 3 SE +/- 0.01443, N = 3 SE +/- 0.01801, N = 3 2.69700 1.70749 1.13608 3.85512 5.80420 4.88966 3.13006 1.96279 7.63646 2.27526 MIN: 2.66 MIN: 1.67 MIN: 3.82 MIN: 5.77 MIN: 4.84 MIN: 3.1 MIN: 1.95 MIN: 7.57 MIN: 2.12 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Convolution Batch conv_3d - Data Type: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_3d - Data Type: u8s8f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 3K 6K 9K 12K 15K SE +/- 3.52, N = 3 SE +/- 10.40, N = 3 SE +/- 7.97, N = 3 SE +/- 109.20, N = 3 SE +/- 2.59, N = 3 SE +/- 11.33, N = 3 SE +/- 9.11, N = 3 SE +/- 11.11, N = 3 SE +/- 13.03, N = 3 SE +/- 41.02, N = 3 4896.41 4821.24 3005.48 6329.94 11821.30 9696.92 9374.60 5919.94 12300.30 6183.11 MIN: 4854.07 MIN: 4760.44 MIN: 2934.55 MIN: 6190.58 MIN: 11811.3 MIN: 9656.48 MIN: 9350.22 MIN: 5895.99 MIN: 12254 MIN: 5934.01 1. (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.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_1d - Data Type: f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1.1949 2.3898 3.5847 4.7796 5.9745 SE +/- 0.00174, N = 3 SE +/- 0.00475, N = 3 SE +/- 0.00318, N = 3 SE +/- 0.00576, N = 3 SE +/- 0.00570, N = 3 SE +/- 0.00527, N = 3 SE +/- 0.00272, N = 3 SE +/- 0.00157, N = 3 SE +/- 0.01140, N = 3 SE +/- 0.01273, N = 3 2.12680 1.49724 1.24029 3.06590 3.99488 3.36432 2.23126 1.46232 5.31087 1.74515 MIN: 2.06 MIN: 1.43 MIN: 1.17 MIN: 2.99 MIN: 3.95 MIN: 3.3 MIN: 2.17 MIN: 1.44 MIN: 5.16 MIN: 1.55 1. (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: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_alexnet - Data Type: u8s8f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 20 40 60 80 100 SE +/- 0.03, N = 3 SE +/- 0.25, N = 3 SE +/- 0.03, N = 3 SE +/- 0.14, N = 3 SE +/- 0.04, N = 3 SE +/- 0.09, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 35.98 26.54 19.81 55.34 81.07 66.74 42.22 26.84 105.83 31.99 MIN: 34.93 MIN: 24.4 MIN: 17.89 MIN: 54.32 MIN: 80.77 MIN: 65.75 MIN: 41.68 MIN: 26.56 MIN: 105.48 MIN: 28.79 1. (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.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 10 20 30 40 50 SE +/- 0.00643, N = 3 SE +/- 0.01218, N = 3 SE +/- 0.03597, N = 3 SE +/- 0.01146, N = 3 SE +/- 0.01482, N = 3 SE +/- 0.02138, N = 3 SE +/- 0.01762, N = 3 SE +/- 0.01386, N = 3 SE +/- 0.02504, N = 3 SE +/- 0.01662, N = 3 15.75420 11.32820 7.46050 23.70280 34.60310 28.45320 17.97350 11.29000 45.05020 13.45040 MIN: 15.33 MIN: 10.93 MIN: 6.94 MIN: 23.22 MIN: 34.32 MIN: 27.81 MIN: 17.65 MIN: 11.01 MIN: 44.69 MIN: 11.8 1. (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.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_all - Data Type: f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 500 1000 1500 2000 2500 SE +/- 1.51, N = 3 SE +/- 0.89, N = 3 SE +/- 0.39, N = 3 SE +/- 0.28, N = 3 SE +/- 0.44, N = 3 SE +/- 0.74, N = 3 SE +/- 0.49, N = 3 SE +/- 0.33, N = 3 SE +/- 7.40, N = 3 SE +/- 16.26, N = 5 1278.25 711.39 881.78 1364.26 1699.69 1920.74 983.91 1113.54 2201.04 1292.62 MIN: 1270.58 MIN: 703.37 MIN: 874.01 MIN: 1356.18 MIN: 1694.75 MIN: 1902.55 MIN: 975.96 MIN: 1108.65 MIN: 2184.66 MIN: 1177.9 1. (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: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1600 3200 4800 6400 8000 SE +/- 3.26, N = 3 SE +/- 2.41, N = 3 SE +/- 5.70, N = 3 SE +/- 2.28, N = 3 SE +/- 2.58, N = 3 SE +/- 5.71, N = 3 SE +/- 5.07, N = 3 SE +/- 2.14, N = 3 SE +/- 0.67, N = 3 SE +/- 48.27, N = 3 3112.36 2987.08 1893.72 3849.13 7189.03 6072.57 5864.26 3716.98 7457.86 3852.37 MIN: 3107.3 MIN: 2977.12 MIN: 1871.79 MIN: 3842.7 MIN: 7180.23 MIN: 6048.56 MIN: 5830.88 MIN: 3705.72 MIN: 7454.84 MIN: 3728.62 1. (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: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf16 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 100 200 300 400 500 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.42, N = 3 SE +/- 0.10, N = 3 SE +/- 0.03, N = 3 SE +/- 0.08, N = 3 SE +/- 0.20, N = 3 187.17 137.73 86.54 246.45 484.59 369.29 269.99 166.98 484.90 188.61 MIN: 186.33 MIN: 136.67 MIN: 85.56 MIN: 245.49 MIN: 484.13 MIN: 365.68 MIN: 268.99 MIN: 166.21 MIN: 484.15 MIN: 178.56 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: IP Batch 1D - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: IP Batch 1D - Data Type: f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1.1625 2.325 3.4875 4.65 5.8125 SE +/- 0.02205, N = 15 SE +/- 0.01296, N = 3 SE +/- 0.01437, N = 15 SE +/- 0.01245, N = 3 SE +/- 0.02145, N = 3 SE +/- 0.01148, N = 3 SE +/- 0.00644, N = 3 SE +/- 0.01072, N = 3 SE +/- 0.01398, N = 3 SE +/- 0.00575, N = 3 2.23009 2.18975 1.63986 2.66699 4.75696 4.49985 4.41366 2.39451 5.16658 2.86715 MIN: 1.82 MIN: 1.86 MIN: 1.39 MIN: 2.31 MIN: 4.33 MIN: 4.19 MIN: 3.68 MIN: 2.28 MIN: 4.71 MIN: 2.53 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Numpy Benchmark OpenBenchmarking.org Score, More Is Better Numpy Benchmark 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 80 160 240 320 400 SE +/- 0.65, N = 3 SE +/- 1.46, N = 3 SE +/- 3.00, N = 3 SE +/- 1.91, N = 3 SE +/- 2.01, N = 3 SE +/- 3.23, N = 3 SE +/- 0.54, N = 3 SE +/- 2.42, N = 3 SE +/- 0.89, N = 3 SE +/- 2.73, N = 3 300.73 304.16 321.82 262.78 315.14 313.76 318.87 330.33 272.12 367.56
MKL-DNN DNNL Harness: Convolution Batch conv_alexnet - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_alexnet - Data Type: f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 90 180 270 360 450 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.08, N = 3 SE +/- 0.04, N = 3 SE +/- 0.11, N = 3 SE +/- 0.16, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 SE +/- 0.95, N = 3 SE +/- 0.11, N = 3 122.76 81.14 49.84 197.91 298.30 244.75 155.37 94.19 395.44 108.57 MIN: 121.68 MIN: 79.72 MIN: 48.76 MIN: 195.97 MIN: 297.84 MIN: 242.31 MIN: 154.79 MIN: 93.73 MIN: 390.56 MIN: 102.46 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
CloverLeaf Lagrangian-Eulerian Hydrodynamics OpenBenchmarking.org Seconds, Fewer Is Better CloverLeaf Lagrangian-Eulerian Hydrodynamics 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 0.3353 0.6706 1.0059 1.3412 1.6765 SE +/- 0.01, N = 3 SE +/- 0.04, N = 15 SE +/- 0.02, N = 15 SE +/- 0.04, N = 15 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 15 1.06 0.93 0.69 1.00 1.37 1.28 1.27 0.96 1.49 1.14 1. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
DeepSpeech Acceleration: CPU OpenBenchmarking.org Seconds, Fewer Is Better DeepSpeech 0.6 Acceleration: CPU 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 30 60 90 120 150 SE +/- 0.47, N = 3 SE +/- 0.89, N = 3 SE +/- 1.16, N = 3 SE +/- 0.71, N = 3 SE +/- 0.75, N = 3 SE +/- 1.11, N = 3 SE +/- 1.84, N = 3 SE +/- 1.60, N = 3 SE +/- 1.22, N = 3 SE +/- 0.15, N = 3 125.12 123.39 122.22 133.01 128.41 126.08 119.79 118.09 136.00 123.85
Mlpack Benchmark Benchmark: scikit_ica OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_ica 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 20 40 60 80 100 SE +/- 1.07, N = 4 SE +/- 0.30, N = 3 SE +/- 0.59, N = 3 SE +/- 1.29, N = 3 SE +/- 0.44, N = 3 SE +/- 0.25, N = 3 SE +/- 0.45, N = 3 SE +/- 0.21, N = 3 SE +/- 0.80, N = 3 SE +/- 0.11, N = 3 77.41 74.63 63.35 94.45 68.78 68.19 61.82 67.36 81.36 54.91
Mlpack Benchmark Benchmark: scikit_qda OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_qda 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 11 22 33 44 55 SE +/- 0.63, N = 3 SE +/- 0.21, N = 3 SE +/- 0.34, N = 3 SE +/- 0.51, N = 12 SE +/- 0.43, N = 6 SE +/- 0.49, N = 4 SE +/- 0.46, N = 3 SE +/- 0.29, N = 3 SE +/- 0.39, N = 3 SE +/- 0.18, N = 3 42.69 44.53 38.35 50.10 37.41 34.24 31.96 30.45 40.75 32.65
Mlpack Benchmark Benchmark: scikit_svm OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_svm 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 5 10 15 20 25 SE +/- 0.04, N = 3 SE +/- 0.13, N = 3 SE +/- 0.09, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.09, N = 3 SE +/- 0.00, N = 3 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.19, N = 3 17.92 17.77 17.19 21.09 17.98 17.82 17.92 17.19 20.89 15.78
MKL-DNN DNNL Harness: Convolution Batch conv_all - Data Type: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_all - Data Type: u8s8f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1300 2600 3900 5200 6500 SE +/- 2.07, N = 3 SE +/- 10.67, N = 3 SE +/- 3.12, N = 3 SE +/- 23.72, N = 3 SE +/- 1.57, N = 3 SE +/- 4.48, N = 3 SE +/- 7.74, N = 3 SE +/- 1.24, N = 3 SE +/- 4.87, N = 3 SE +/- 15.10, N = 3 2479.28 2377.91 1517.44 3215.17 5840.26 4826.71 4478.93 2846.12 6241.16 2967.92 MIN: 2469.15 MIN: 2360.75 MIN: 1504.94 MIN: 3181.24 MIN: 5831.48 MIN: 4806.63 MIN: 4461.44 MIN: 2813.78 MIN: 6214.68 MIN: 2893.12 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: IP Batch All - Data Type: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: IP Batch All - Data Type: u8s8f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1.2584 2.5168 3.7752 5.0336 6.292 SE +/- 0.03777, N = 3 SE +/- 0.03959, N = 3 SE +/- 0.04146, N = 4 SE +/- 0.04012, N = 3 SE +/- 0.00870, N = 3 SE +/- 0.02448, N = 3 SE +/- 0.01160, N = 3 SE +/- 0.00398, N = 3 SE +/- 0.03131, N = 3 SE +/- 0.03226, N = 3 4.08605 4.11779 3.11002 4.82603 4.83875 4.61054 4.53821 3.23121 5.59275 3.59218 MIN: 3.72 MIN: 3.78 MIN: 2.52 MIN: 4.47 MIN: 4.7 MIN: 4.42 MIN: 4.43 MIN: 3.09 MIN: 5.32 MIN: 3.14 1. (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: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 0.2866 0.5732 0.8598 1.1464 1.433 SE +/- 0.002792, N = 3 SE +/- 0.001915, N = 3 SE +/- 0.006813, N = 3 SE +/- 0.003675, N = 3 SE +/- 0.001460, N = 3 SE +/- 0.001194, N = 3 SE +/- 0.000358, N = 3 SE +/- 0.000361, N = 3 SE +/- 0.001246, N = 3 SE +/- 0.001267, N = 3 0.560890 0.369060 0.394455 0.770300 0.976730 0.843709 0.528632 0.371036 1.273750 0.458422 MIN: 0.53 MIN: 0.35 MIN: 0.34 MIN: 0.74 MIN: 0.96 MIN: 0.82 MIN: 0.52 MIN: 0.36 MIN: 1.26 MIN: 0.39 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: IP Batch 1D - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: IP Batch 1D - Data Type: bf16bf16bf16 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 3 6 9 12 15 SE +/- 0.02081, N = 3 SE +/- 0.00482, N = 3 SE +/- 0.01183, N = 3 SE +/- 0.01534, N = 3 SE +/- 0.00212, N = 3 SE +/- 0.02077, N = 3 SE +/- 0.00265, N = 3 SE +/- 0.00377, N = 3 SE +/- 0.02765, N = 3 SE +/- 0.02664, N = 3 5.72791 3.21281 3.65964 5.56500 8.82710 8.68590 5.71439 4.83170 10.90140 5.56304 MIN: 5.56 MIN: 2.99 MIN: 3.47 MIN: 5.18 MIN: 8.65 MIN: 8.38 MIN: 5.6 MIN: 4.76 MIN: 10.12 MIN: 5.04 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 9 18 27 36 45 SE +/- 0.00301, N = 3 SE +/- 0.00770, N = 3 SE +/- 0.00328, N = 3 SE +/- 0.00466, N = 3 SE +/- 0.00339, N = 3 SE +/- 0.01559, N = 3 SE +/- 0.00584, N = 3 SE +/- 0.00390, N = 3 SE +/- 0.00904, N = 3 SE +/- 0.24390, N = 4 15.21770 11.60760 7.92912 20.51630 39.99850 29.91730 22.42430 14.07800 40.01920 16.59060 MIN: 15.05 MIN: 11.46 MIN: 7.75 MIN: 20.35 MIN: 39.89 MIN: 29.42 MIN: 22.32 MIN: 13.95 MIN: 39.9 MIN: 14.98 1. (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.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_all - Data Type: f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 700 1400 2100 2800 3500 SE +/- 0.29, N = 3 SE +/- 0.79, N = 3 SE +/- 0.78, N = 3 SE +/- 1.69, N = 3 SE +/- 0.47, N = 3 SE +/- 1.16, N = 3 SE +/- 0.59, N = 3 SE +/- 0.39, N = 3 SE +/- 1.30, N = 3 SE +/- 0.68, N = 3 999.54 694.32 496.82 1578.24 2363.00 1948.77 1227.07 765.75 3129.93 878.39 MIN: 995.71 MIN: 686.24 MIN: 488.36 MIN: 1571.3 MIN: 2357.87 MIN: 1927.2 MIN: 1218.34 MIN: 755.35 MIN: 3085.85 MIN: 819.94 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Mlpack Benchmark Benchmark: scikit_linearridgeregression OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_linearridgeregression 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 0.6728 1.3456 2.0184 2.6912 3.364 SE +/- 0.06, N = 12 SE +/- 0.04, N = 15 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 7 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 2.39 2.08 1.82 2.99 2.46 2.25 1.93 1.67 2.97 1.99
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 9Jan2020 Model: Rhodopsin Protein 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 6 12 18 24 30 SE +/- 0.046, N = 3 SE +/- 0.055, N = 3 SE +/- 0.251, N = 14 SE +/- 0.014, N = 3 SE +/- 0.006, N = 3 SE +/- 0.018, N = 3 SE +/- 0.024, N = 3 SE +/- 0.192, N = 3 SE +/- 0.021, N = 3 SE +/- 0.127, N = 15 17.378 18.150 24.788 14.161 8.158 9.535 10.325 15.314 7.810 14.562 -ljpeg 1. (CXX) g++ options: -O3 -rdynamic -lpng -lz -lfftw3 -lm
MKL-DNN DNNL Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 4 8 12 16 20 SE +/- 0.00772, N = 3 SE +/- 0.00747, N = 3 SE +/- 0.00661, N = 3 SE +/- 0.01001, N = 3 SE +/- 0.00105, N = 3 SE +/- 0.04579, N = 3 SE +/- 0.00392, N = 3 SE +/- 0.00167, N = 3 SE +/- 0.00867, N = 3 SE +/- 0.03740, N = 3 7.22975 5.38402 4.06847 8.86913 16.54840 13.14280 9.90362 6.55374 16.55160 7.61595 MIN: 7.13 MIN: 5.3 MIN: 3.93 MIN: 8.78 MIN: 16.51 MIN: 12.96 MIN: 9.85 MIN: 6.5 MIN: 16.51 MIN: 6.95 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Nettle Test: chacha OpenBenchmarking.org Mbyte/s, More Is Better Nettle 3.5.1 Test: chacha 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 300 600 900 1200 1500 SE +/- 0.41, N = 3 SE +/- 0.61, N = 3 SE +/- 0.37, N = 3 SE +/- 0.18, N = 3 SE +/- 0.76, N = 3 SE +/- 1.02, N = 3 SE +/- 0.49, N = 3 SE +/- 0.86, N = 3 SE +/- 0.91, N = 3 SE +/- 5.99, N = 3 1024.98 1025.38 1051.94 841.65 1024.49 1020.09 1024.99 1051.11 837.61 1172.15 MIN: 518.14 / MAX: 2797.53 MIN: 522.31 / MAX: 2798.89 MIN: 535.04 / MAX: 2870.94 MIN: 428.69 / MAX: 2296.48 MIN: 507.67 / MAX: 2797.4 MIN: 519.31 / MAX: 2788.96 MIN: 521.91 / MAX: 2799.45 MIN: 532.77 / MAX: 2871.25 MIN: 423.28 / MAX: 2294.55 MIN: 567.45 / MAX: 3234.29 1. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
MKL-DNN DNNL Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 400 800 1200 1600 2000 SE +/- 0.06, N = 3 SE +/- 4.23, N = 3 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 SE +/- 0.15, N = 3 SE +/- 1.48, N = 3 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 SE +/- 1.04, N = 3 712.20 527.02 320.06 938.91 1874.47 1433.47 1042.34 637.37 1875.23 702.07 MIN: 710.93 MIN: 521.14 MIN: 319.23 MIN: 937.57 MIN: 1873.87 MIN: 1421.77 MIN: 1041.43 MIN: 636.97 MIN: 1873.9 MIN: 687.86 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Nettle Test: sha512 OpenBenchmarking.org Mbyte/s, More Is Better Nettle 3.5.1 Test: sha512 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 120 240 360 480 600 SE +/- 0.19, N = 3 SE +/- 0.11, N = 3 SE +/- 0.97, N = 3 SE +/- 0.28, N = 3 SE +/- 0.19, N = 3 SE +/- 1.03, N = 3 SE +/- 0.77, N = 3 SE +/- 0.15, N = 3 SE +/- 0.56, N = 3 SE +/- 2.72, N = 3 489.15 489.42 500.98 401.13 489.51 485.86 488.81 501.98 399.99 550.93 1. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
MKL-DNN DNNL Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1400 2800 4200 5600 7000 SE +/- 3.03, N = 3 SE +/- 5.08, N = 3 SE +/- 0.87, N = 3 SE +/- 3.93, N = 3 SE +/- 0.83, N = 3 SE +/- 3.12, N = 3 SE +/- 1.02, N = 3 SE +/- 5.43, N = 3 SE +/- 0.10, N = 3 SE +/- 4.61, N = 3 3152.41 2169.93 1779.15 3600.95 6721.02 5695.58 3966.73 2935.99 6721.54 3293.94 MIN: 3140.75 MIN: 2158.31 MIN: 1772.45 MIN: 3588.76 MIN: 6716.04 MIN: 5644.95 MIN: 3962.44 MIN: 2926 MIN: 6717.72 MIN: 3137.48 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
SMHasher Hash: wyhash OpenBenchmarking.org MiB/sec, More Is Better SMHasher 2020-02-29 Hash: wyhash 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Silver 4216 Xeon W-3275M 6K 12K 18K 24K 30K SE +/- 4.48, N = 3 SE +/- 4.76, N = 3 SE +/- 5.65, N = 3 SE +/- 0.31, N = 3 SE +/- 105.54, N = 3 19424.11 22011.20 19429.87 22004.08 26298.77 1. (CXX) g++ options: -march=native -O3 -lpthread
High Performance Conjugate Gradient OpenBenchmarking.org GFLOP/s, More Is Better High Performance Conjugate Gradient 3.1 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 7 14 21 28 35 SE +/- 0.15, N = 3 SE +/- 0.13, N = 3 SE +/- 0.25, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.08, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.15, N = 3 25.63 26.59 28.85 23.16 13.01 13.35 13.96 14.91 11.89 14.16 1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
NAS Parallel Benchmarks Test / Class: BT.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: BT.C 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 30K 60K 90K 120K 150K SE +/- 42.06, N = 3 SE +/- 86.40, N = 3 SE +/- 78.84, N = 3 SE +/- 124.40, N = 3 SE +/- 54.74, N = 3 SE +/- 44.99, N = 3 SE +/- 27.55, N = 3 SE +/- 52.95, N = 3 SE +/- 4.15, N = 3 SE +/- 127.07, N = 3 100761.29 77470.67 136046.53 65509.98 48617.05 50787.79 56576.12 71842.34 46389.79 69347.58 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 3. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 4. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 5. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 6. Xeon Gold 5218: Open MPI 4.0.3rc4 7. Xeon Gold 5220R: Open MPI 4.0.3rc4 8. Xeon Gold 6226R: Open MPI 4.0.3rc4 9. Xeon Platinum 8280: Open MPI 4.0.3rc4 10. Xeon Silver 4216: Open MPI 4.0.3rc4 11. Xeon W-3275M: Open MPI 3.1.3
NAS Parallel Benchmarks Test / Class: EP.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: EP.C 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1300 2600 3900 5200 6500 SE +/- 32.92, N = 3 SE +/- 38.41, N = 3 SE +/- 88.25, N = 3 SE +/- 38.56, N = 4 SE +/- 2.61, N = 3 SE +/- 2.92, N = 3 SE +/- 34.91, N = 3 SE +/- 44.67, N = 3 SE +/- 19.04, N = 5 SE +/- 40.50, N = 3 3768.66 4005.26 6104.94 2984.02 1621.48 1863.15 2044.24 3194.18 1545.50 3025.11 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 3. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 4. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 5. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 6. Xeon Gold 5218: Open MPI 4.0.3rc4 7. Xeon Gold 5220R: Open MPI 4.0.3rc4 8. Xeon Gold 6226R: Open MPI 4.0.3rc4 9. Xeon Platinum 8280: Open MPI 4.0.3rc4 10. Xeon Silver 4216: Open MPI 4.0.3rc4 11. Xeon W-3275M: Open MPI 3.1.3
NAS Parallel Benchmarks Test / Class: EP.D OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: EP.D 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1300 2600 3900 5200 6500 SE +/- 54.90, N = 4 SE +/- 124.07, N = 12 SE +/- 148.86, N = 12 SE +/- 2.84, N = 3 SE +/- 4.92, N = 3 SE +/- 6.98, N = 3 SE +/- 8.86, N = 3 SE +/- 46.76, N = 4 SE +/- 6.21, N = 3 SE +/- 4.09, N = 3 3780.59 3969.60 6284.65 3144.70 1635.78 1966.61 2094.53 3283.38 1571.49 3210.52 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 3. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 4. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 5. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 6. Xeon Gold 5218: Open MPI 4.0.3rc4 7. Xeon Gold 5220R: Open MPI 4.0.3rc4 8. Xeon Gold 6226R: Open MPI 4.0.3rc4 9. Xeon Platinum 8280: Open MPI 4.0.3rc4 10. Xeon Silver 4216: Open MPI 4.0.3rc4 11. Xeon W-3275M: Open MPI 3.1.3
NAS Parallel Benchmarks Test / Class: LU.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: LU.C 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 30K 60K 90K 120K 150K SE +/- 135.16, N = 3 SE +/- 50.65, N = 3 SE +/- 188.25, N = 3 SE +/- 91.80, N = 3 SE +/- 41.33, N = 3 SE +/- 45.25, N = 3 SE +/- 30.22, N = 3 SE +/- 82.95, N = 3 SE +/- 38.08, N = 3 SE +/- 35.10, N = 3 108883.40 106268.33 140090.32 85606.53 48143.49 56744.87 58594.50 74255.67 46723.01 69606.84 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 3. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 4. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 5. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 6. Xeon Gold 5218: Open MPI 4.0.3rc4 7. Xeon Gold 5220R: Open MPI 4.0.3rc4 8. Xeon Gold 6226R: Open MPI 4.0.3rc4 9. Xeon Platinum 8280: Open MPI 4.0.3rc4 10. Xeon Silver 4216: Open MPI 4.0.3rc4 11. Xeon W-3275M: Open MPI 3.1.3
NAS Parallel Benchmarks Test / Class: MG.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: MG.C 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 15K 30K 45K 60K 75K SE +/- 464.43, N = 3 SE +/- 193.70, N = 3 SE +/- 860.82, N = 5 SE +/- 151.51, N = 3 SE +/- 36.97, N = 3 SE +/- 114.95, N = 3 SE +/- 27.89, N = 3 SE +/- 129.93, N = 3 SE +/- 69.19, N = 3 SE +/- 40.04, N = 3 58984.18 58681.42 69175.12 52832.47 30328.65 31197.22 31633.60 37089.05 28301.13 35376.11 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 3. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 4. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 5. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 6. Xeon Gold 5218: Open MPI 4.0.3rc4 7. Xeon Gold 5220R: Open MPI 4.0.3rc4 8. Xeon Gold 6226R: Open MPI 4.0.3rc4 9. Xeon Platinum 8280: Open MPI 4.0.3rc4 10. Xeon Silver 4216: Open MPI 4.0.3rc4 11. Xeon W-3275M: Open MPI 3.1.3
NAS Parallel Benchmarks Test / Class: SP.B OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: SP.B 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 15K 30K 45K 60K 75K SE +/- 31.12, N = 3 SE +/- 190.70, N = 3 SE +/- 115.61, N = 3 SE +/- 157.62, N = 3 SE +/- 13.76, N = 3 SE +/- 54.67, N = 3 SE +/- 23.98, N = 3 SE +/- 151.80, N = 3 SE +/- 57.24, N = 3 SE +/- 146.25, N = 3 50932.88 49232.24 70893.41 42220.94 22329.34 23346.56 23859.79 32682.14 21149.68 31426.53 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 3. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 4. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 5. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 6. Xeon Gold 5218: Open MPI 4.0.3rc4 7. Xeon Gold 5220R: Open MPI 4.0.3rc4 8. Xeon Gold 6226R: Open MPI 4.0.3rc4 9. Xeon Platinum 8280: Open MPI 4.0.3rc4 10. Xeon Silver 4216: Open MPI 4.0.3rc4 11. Xeon W-3275M: Open MPI 3.1.3
NAMD ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.13 ATPase Simulation - 327,506 Atoms 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 0.3414 0.6828 1.0242 1.3656 1.707 SE +/- 0.00612, N = 3 SE +/- 0.00104, N = 3 SE +/- 0.00133, N = 3 SE +/- 0.00193, N = 3 SE +/- 0.00100, N = 3 SE +/- 0.00122, N = 3 SE +/- 0.00117, N = 3 SE +/- 0.00060, N = 3 SE +/- 0.00193, N = 3 SE +/- 0.00775, N = 15 0.60333 0.58237 0.36226 0.76982 1.51168 1.15745 1.13586 0.70709 1.51721 0.81434
Intel MPI Benchmarks Test: IMB-P2P PingPong OpenBenchmarking.org Average Msg/sec, More Is Better Intel MPI Benchmarks 2019.3 Test: IMB-P2P PingPong 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 7M 14M 21M 28M 35M SE +/- 12631.77, N = 3 SE +/- 41319.75, N = 3 SE +/- 66348.18, N = 3 SE +/- 20273.79, N = 3 SE +/- 10529.89, N = 3 SE +/- 20987.71, N = 3 SE +/- 19484.28, N = 3 SE +/- 33688.94, N = 3 SE +/- 7036.00, N = 3 SE +/- 59477.15, N = 3 19650424.33 20467429.52 31821690.55 17176230.54 9066471.04 10276849.52 10620968.61 16653864.77 8923779.55 20246604.62 MIN: 8143 / MAX: 56362584 MIN: 7824 / MAX: 55096192 MIN: 9950 / MAX: 90956260 MIN: 7391 / MAX: 46585428 MIN: 4337 / MAX: 23652306 MIN: 4586 / MAX: 28371063 MIN: 4580 / MAX: 27791242 MIN: 5455 / MAX: 45833330 MIN: 4155 / MAX: 23466581 MIN: 5167 / MAX: 52108336 1. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi
ArrayFire Test: BLAS CPU OpenBenchmarking.org GFLOPS, More Is Better ArrayFire 3.7 Test: BLAS CPU 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 800 1600 2400 3200 4000 SE +/- 3.91, N = 3 SE +/- 31.78, N = 3 SE +/- 20.06, N = 3 SE +/- 0.79, N = 3 SE +/- 0.62, N = 3 SE +/- 0.37, N = 3 SE +/- 4.16, N = 3 SE +/- 25.11, N = 3 SE +/- 1.52, N = 3 SE +/- 30.40, N = 3 2359.13 3912.30 3430.28 1497.75 1002.09 1201.54 2137.03 3432.16 765.49 3128.39 1. (CXX) g++ options: -rdynamic
ArrayFire Test: Conjugate Gradient CPU OpenBenchmarking.org ms, Fewer Is Better ArrayFire 3.7 Test: Conjugate Gradient CPU 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 4 8 12 16 20 SE +/- 0.099, N = 15 SE +/- 0.072, N = 15 SE +/- 0.086, N = 6 SE +/- 0.372, N = 15 SE +/- 0.069, N = 9 SE +/- 0.094, N = 3 SE +/- 0.026, N = 3 SE +/- 0.067, N = 3 SE +/- 0.047, N = 3 SE +/- 0.075, N = 15 9.898 7.155 7.481 16.920 7.042 6.409 6.451 4.115 7.819 4.423 1. (CXX) g++ options: -rdynamic
Timed GDB GNU Debugger Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed GDB GNU Debugger Compilation 9.1 Time To Compile 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 40 80 120 160 200 SE +/- 0.09, N = 3 SE +/- 0.16, N = 3 SE +/- 0.17, N = 3 SE +/- 0.18, N = 3 SE +/- 0.09, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.17, N = 3 SE +/- 0.07, N = 3 SE +/- 0.08, N = 3 146.44 133.44 142.70 169.70 156.30 151.91 139.12 144.64 177.77 134.82
Stockfish Total Time OpenBenchmarking.org Nodes Per Second, More Is Better Stockfish 9 Total Time 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 30M 60M 90M 120M 150M SE +/- 316618.77, N = 3 SE +/- 956232.23, N = 3 SE +/- 902995.35, N = 3 SE +/- 553774.93, N = 3 SE +/- 188043.56, N = 3 SE +/- 184471.68, N = 3 SE +/- 324752.06, N = 3 SE +/- 829358.84, N = 3 SE +/- 406404.40, N = 3 SE +/- 709349.35, N = 3 74235829 75203729 119715795 60569696 32424332 38167326 39776292 62891312 31174576 61170651 1. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto
John The Ripper Test: Blowfish OpenBenchmarking.org Real C/S, More Is Better John The Ripper 1.9.0-jumbo-1 Test: Blowfish 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 20K 40K 60K 80K 100K SE +/- 12.50, N = 3 SE +/- 111.31, N = 3 SE +/- 700.53, N = 3 SE +/- 91.33, N = 3 SE +/- 6.03, N = 3 SE +/- 77.98, N = 3 SE +/- 60.93, N = 3 SE +/- 99.39, N = 3 SE +/- 24.29, N = 3 SE +/- 149.28, N = 3 51324 53485 84084 41021 21403 25547 27126 42864 20424 40326 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
John The Ripper Test: MD5 OpenBenchmarking.org Real C/S, More Is Better John The Ripper 1.9.0-jumbo-1 Test: MD5 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 2M 4M 6M 8M 10M SE +/- 9643.65, N = 3 SE +/- 17032.65, N = 3 SE +/- 67263.16, N = 3 SE +/- 4509.25, N = 3 SE +/- 8171.77, N = 3 SE +/- 6806.86, N = 3 SE +/- 11015.14, N = 3 SE +/- 14468.36, N = 3 SE +/- 1452.97, N = 3 SE +/- 14294.52, N = 3 4821000 4977667 7880000 3764000 1912667 2506000 2583000 4090000 1893333 3654000 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
Timed LLVM Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed LLVM Compilation 10.0 Time To Compile 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 110 220 330 440 550 SE +/- 2.03, N = 3 SE +/- 3.51, N = 3 SE +/- 1.01, N = 3 SE +/- 1.73, N = 3 SE +/- 3.37, N = 3 SE +/- 1.84, N = 3 SE +/- 2.13, N = 3 SE +/- 4.79, N = 3 SE +/- 2.53, N = 3 SE +/- 2.68, N = 3 286.78 279.68 221.52 347.83 501.22 430.43 433.19 308.74 531.15 281.68
Zstd Compression Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 OpenBenchmarking.org Seconds, Fewer Is Better Zstd Compression 1.3.4 Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 3 6 9 12 15 SE +/- 0.117, N = 3 SE +/- 0.096, N = 3 SE +/- 0.148, N = 3 SE +/- 0.104, N = 15 SE +/- 0.029, N = 3 SE +/- 0.021, N = 3 SE +/- 0.056, N = 3 SE +/- 0.016, N = 3 SE +/- 0.075, N = 3 SE +/- 0.023, N = 3 10.449 10.206 9.137 10.978 11.122 10.355 10.330 8.203 11.430 8.380 -llzma 1. (CC) gcc options: -O3 -pthread -lz
asmFish 1024 Hash Memory, 26 Depth OpenBenchmarking.org Nodes/second, More Is Better asmFish 2018-07-23 1024 Hash Memory, 26 Depth 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 30M 60M 90M 120M 150M SE +/- 107032.55, N = 3 SE +/- 983078.22, N = 3 SE +/- 491864.96, N = 3 SE +/- 49212.27, N = 3 SE +/- 274137.19, N = 3 SE +/- 375245.33, N = 3 SE +/- 606619.65, N = 3 SE +/- 450047.19, N = 3 SE +/- 274506.10, N = 3 SE +/- 845752.34, N = 4 85501851 83894514 133839896 66895810 36561817 43217939 44614925 68762075 35085496 66225641
Timed GCC Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed GCC Compilation 9.3.0 Time To Compile 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 300 600 900 1200 1500 SE +/- 1.42, N = 3 SE +/- 0.70, N = 3 SE +/- 0.24, N = 3 SE +/- 0.64, N = 3 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 SE +/- 0.43, N = 3 SE +/- 0.29, N = 3 SE +/- 1.02, N = 3 SE +/- 0.44, N = 3 1060.58 996.90 1005.53 1268.82 1218.87 1167.68 1092.59 1063.71 1398.02 994.58
Timed Linux Kernel Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Linux Kernel Compilation 5.4 Time To Compile 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 16 32 48 64 80 SE +/- 0.34, N = 10 SE +/- 0.37, N = 8 SE +/- 0.25, N = 14 SE +/- 0.41, N = 10 SE +/- 0.88, N = 4 SE +/- 0.87, N = 4 SE +/- 0.88, N = 3 SE +/- 0.42, N = 8 SE +/- 0.99, N = 4 SE +/- 0.35, N = 9 36.70 36.60 27.31 45.32 67.16 59.01 57.77 40.90 71.77 36.37
Tungsten Renderer Scene: Hair OpenBenchmarking.org Seconds, Fewer Is Better Tungsten Renderer 0.2.2 Scene: Hair 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 6 12 18 24 30 SE +/- 0.03810, N = 3 SE +/- 0.05690, N = 3 SE +/- 0.11249, N = 3 SE +/- 0.06619, N = 3 SE +/- 0.02235, N = 3 SE +/- 0.03525, N = 3 SE +/- 0.06005, N = 3 SE +/- 0.03914, N = 3 SE +/- 0.12220, N = 3 SE +/- 0.05256, N = 3 11.07260 10.66530 7.82706 13.60310 22.48660 18.98400 18.61290 12.68630 23.61290 12.71040 -ljpeg 1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl
Tungsten Renderer Scene: Water Caustic OpenBenchmarking.org Seconds, Fewer Is Better Tungsten Renderer 0.2.2 Scene: Water Caustic 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 7 14 21 28 35 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.07, N = 3 SE +/- 0.08, N = 3 SE +/- 0.12, N = 3 SE +/- 0.10, N = 3 23.34 23.19 21.59 27.39 25.96 25.01 24.09 22.02 28.90 21.55 -ljpeg 1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -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.org Frames Per Second, More Is Better SVT-VP9 0.1 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 60 120 180 240 300 SE +/- 2.14, N = 3 SE +/- 3.77, N = 4 SE +/- 2.89, N = 4 SE +/- 1.51, N = 3 SE +/- 1.79, N = 3 SE +/- 1.23, N = 3 SE +/- 3.10, N = 3 SE +/- 3.65, N = 4 SE +/- 2.39, N = 3 SE +/- 0.97, N = 3 237.57 256.91 233.17 206.42 172.82 224.01 221.95 265.40 173.18 282.18 1. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm
dav1d Video Input: Summer Nature 4K OpenBenchmarking.org FPS, More Is Better dav1d 0.6.0 Video Input: Summer Nature 4K 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 60 120 180 240 300 SE +/- 0.84, N = 3 SE +/- 1.66, N = 3 SE +/- 3.68, N = 3 SE +/- 1.81, N = 3 SE +/- 0.30, N = 3 SE +/- 0.78, N = 3 SE +/- 1.20, N = 3 SE +/- 1.15, N = 3 SE +/- 0.15, N = 3 SE +/- 1.20, N = 3 177.89 203.10 221.31 159.60 136.86 160.59 170.07 199.08 132.46 256.60 MIN: 103.41 / MAX: 190.93 MIN: 119.16 / MAX: 222.17 MIN: 81.4 / MAX: 247.6 MIN: 100.88 / MAX: 178.21 MIN: 107.86 / MAX: 153.94 MIN: 110.85 / MAX: 181 MIN: 115.59 / MAX: 193.75 MIN: 121.12 / MAX: 214.69 MIN: 104.21 / MAX: 150.6 MIN: 164.1 / MAX: 284.35 1. (CC) gcc options: -pthread
dav1d Video Input: Summer Nature 1080p OpenBenchmarking.org FPS, More Is Better dav1d 0.6.0 Video Input: Summer Nature 1080p 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 120 240 360 480 600 SE +/- 3.79, N = 6 SE +/- 1.84, N = 3 SE +/- 3.74, N = 15 SE +/- 4.57, N = 3 SE +/- 1.26, N = 3 SE +/- 2.31, N = 3 SE +/- 0.97, N = 3 SE +/- 0.52, N = 3 SE +/- 1.97, N = 3 SE +/- 2.32, N = 3 321.84 358.62 409.88 272.55 265.46 274.98 307.75 323.20 232.35 537.84 MIN: 175.96 / MAX: 365.43 MIN: 196.53 / MAX: 395.24 MIN: 126.27 / MAX: 481.12 MIN: 156.69 / MAX: 307.87 MIN: 166.24 / MAX: 288.23 MIN: 160.24 / MAX: 299.46 MIN: 179.63 / MAX: 337.24 MIN: 200.79 / MAX: 358.32 MIN: 133.23 / MAX: 255.75 MIN: 317.28 / MAX: 605.87 1. (CC) gcc options: -pthread
dav1d Video Input: Chimera 1080p 10-bit OpenBenchmarking.org FPS, More Is Better dav1d 0.6.0 Video Input: Chimera 1080p 10-bit 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 20 40 60 80 100 SE +/- 0.47, N = 3 SE +/- 0.16, N = 3 SE +/- 0.07, N = 3 SE +/- 0.16, N = 3 SE +/- 0.05, N = 3 SE +/- 0.14, N = 3 SE +/- 0.24, N = 3 SE +/- 0.12, N = 3 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 70.81 73.95 85.14 59.51 55.88 58.05 62.32 65.40 50.10 81.60 MIN: 54.24 / MAX: 115.34 MIN: 55.51 / MAX: 119.74 MIN: 66.74 / MAX: 126.85 MIN: 45.13 / MAX: 93.29 MIN: 40.96 / MAX: 112.64 MIN: 42.73 / MAX: 119.59 MIN: 45.27 / MAX: 134.22 MIN: 49.2 / MAX: 111 MIN: 36.69 / MAX: 102.49 MIN: 55.07 / MAX: 147.52 1. (CC) gcc options: -pthread
SVT-AV1 Encoder Mode: Enc Mode 4 - Input: 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8 Encoder Mode: Enc Mode 4 - Input: 1080p 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 2 4 6 8 10 SE +/- 0.019, N = 3 SE +/- 0.009, N = 3 SE +/- 0.064, N = 3 SE +/- 0.010, N = 3 SE +/- 0.003, N = 3 SE +/- 0.014, N = 3 SE +/- 0.018, N = 3 SE +/- 0.032, N = 3 SE +/- 0.021, N = 3 SE +/- 0.023, N = 3 5.302 5.431 7.033 4.216 3.339 4.285 4.340 6.030 3.309 6.389 1. (CXX) g++ options: -fPIE -fPIC -pie
SVT-AV1 Encoder Mode: Enc Mode 8 - Input: 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8 Encoder Mode: Enc Mode 8 - Input: 1080p 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 13 26 39 52 65 SE +/- 0.18, N = 3 SE +/- 0.25, N = 3 SE +/- 0.67, N = 3 SE +/- 0.11, N = 3 SE +/- 0.06, N = 3 SE +/- 0.13, N = 3 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 SE +/- 0.08, N = 3 SE +/- 0.46, N = 3 49.21 51.71 56.98 40.55 27.19 33.09 34.64 51.92 26.46 53.82 1. (CXX) g++ options: -fPIE -fPIC -pie
Chaos Group V-RAY Mode: CPU OpenBenchmarking.org Ksamples, More Is Better Chaos Group V-RAY 4.10.07 Mode: CPU 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 14K 28K 42K 56K 70K SE +/- 178.87, N = 3 SE +/- 369.19, N = 3 SE +/- 474.70, N = 3 SE +/- 223.28, N = 3 SE +/- 69.72, N = 3 SE +/- 50.25, N = 3 SE +/- 58.00, N = 3 SE +/- 306.00, N = 3 SE +/- 34.43, N = 3 SE +/- 401.71, N = 3 40270 34749 64331 27592 16981 21886 22074 34710 17105 33014
Blender Blend File: BMW27 - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: BMW27 - Compute: CPU-Only 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 30 60 90 120 150 SE +/- 0.13, N = 3 SE +/- 0.04, N = 3 SE +/- 0.09, N = 3 SE +/- 0.15, N = 3 SE +/- 0.28, N = 3 SE +/- 0.23, N = 3 SE +/- 0.17, N = 3 SE +/- 0.09, N = 3 SE +/- 0.29, N = 3 SE +/- 0.12, N = 3 60.67 59.45 38.79 78.72 149.39 113.30 111.82 69.80 149.02 74.96
Blender Blend File: Classroom - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Classroom - Compute: CPU-Only 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 90 180 270 360 450 SE +/- 0.18, N = 3 SE +/- 0.52, N = 3 SE +/- 0.26, N = 3 SE +/- 0.19, N = 3 SE +/- 0.29, N = 3 SE +/- 0.39, N = 3 SE +/- 0.16, N = 3 SE +/- 0.36, N = 3 SE +/- 0.20, N = 3 SE +/- 0.32, N = 3 165.96 163.32 100.47 218.06 433.42 328.81 321.53 198.25 432.11 213.36
Blender Blend File: Fishy Cat - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Fishy Cat - Compute: CPU-Only 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 50 100 150 200 250 SE +/- 0.06, N = 3 SE +/- 0.20, N = 3 SE +/- 0.03, N = 3 SE +/- 0.19, N = 3 SE +/- 0.05, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.16, N = 3 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 98.24 96.41 66.39 125.35 229.28 175.95 173.95 110.67 229.71 118.09
Blender Blend File: Barbershop - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Barbershop - Compute: CPU-Only 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 130 260 390 520 650 SE +/- 0.30, N = 3 SE +/- 0.25, N = 3 SE +/- 0.40, N = 3 SE +/- 0.10, N = 3 SE +/- 0.20, N = 3 SE +/- 0.20, N = 3 SE +/- 0.44, N = 3 SE +/- 0.20, N = 3 SE +/- 0.17, N = 3 SE +/- 0.22, N = 3 260.56 257.01 187.33 333.40 589.07 456.47 453.22 287.80 593.13 304.79
Blender Blend File: Pabellon Barcelona - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Pabellon Barcelona - Compute: CPU-Only 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 120 240 360 480 600 SE +/- 0.10, N = 3 SE +/- 0.09, N = 3 SE +/- 0.26, N = 3 SE +/- 0.50, N = 3 SE +/- 0.31, N = 3 SE +/- 0.03, N = 3 SE +/- 0.22, N = 3 SE +/- 0.05, N = 3 SE +/- 0.46, N = 3 SE +/- 0.73, N = 3 208.30 207.41 129.01 272.72 531.98 404.78 400.96 246.31 531.39 265.41
Radiance Benchmark Test: Serial OpenBenchmarking.org Seconds, Fewer Is Better Radiance Benchmark 5.0 Test: Serial 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 200 400 600 800 1000 746.92 745.69 728.25 907.76 747.84 749.92 746.69 728.36 909.32 665.70
Radiance Benchmark Test: SMP Parallel OpenBenchmarking.org Seconds, Fewer Is Better Radiance Benchmark 5.0 Test: SMP Parallel 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 70 140 210 280 350 230.56 233.04 226.08 281.25 241.90 242.52 242.00 235.00 299.74 219.84
Embree Binary: Pathtracer - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer - Model: Crown 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 10 20 30 40 50 SE +/- 0.05, N = 3 SE +/- 0.09, N = 3 SE +/- 0.09, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 29.52 28.96 45.61 23.27 12.39 16.05 15.99 26.28 12.43 24.55 MIN: 29.05 / MAX: 30.15 MIN: 28.49 / MAX: 29.56 MIN: 44.2 / MAX: 47.35 MIN: 23 / MAX: 23.64 MIN: 12.32 / MAX: 12.5 MIN: 15.89 / MAX: 16.22 MIN: 15.9 / MAX: 16.17 MIN: 25.64 / MAX: 26.64 MIN: 12.35 / MAX: 12.55 MIN: 24.09 / MAX: 24.98
Embree Binary: Pathtracer ISPC - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer ISPC - Model: Crown 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 12 24 36 48 60 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.04, N = 3 33.45 31.73 53.23 21.75 14.42 17.66 16.81 28.77 11.38 26.40 MIN: 32.87 / MAX: 34.13 MIN: 31.27 / MAX: 32.36 MIN: 51.36 / MAX: 55.83 MIN: 21.43 / MAX: 22.13 MIN: 14.3 / MAX: 14.63 MIN: 17.5 / MAX: 17.85 MIN: 16.67 / MAX: 17 MIN: 28.26 / MAX: 29.24 MIN: 11.32 / MAX: 11.49 MIN: 25.71 / MAX: 26.95
Embree Binary: Pathtracer - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer - Model: Asian Dragon 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 13 26 39 52 65 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.16, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 35.88 34.69 57.49 28.20 15.31 19.61 19.35 32.25 15.28 30.11 MIN: 35.51 / MAX: 36.33 MIN: 34.44 / MAX: 35.19 MIN: 55.98 / MAX: 58.87 MIN: 27.97 / MAX: 28.53 MIN: 15.25 / MAX: 15.4 MIN: 19.5 / MAX: 19.79 MIN: 19.28 / MAX: 19.48 MIN: 32 / MAX: 32.54 MIN: 15.18 / MAX: 15.39 MIN: 29.8 / MAX: 30.54
Embree Binary: Pathtracer - Model: Asian Dragon Obj OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer - Model: Asian Dragon Obj 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 12 24 36 48 60 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 32.33 31.31 51.79 25.50 13.85 17.80 17.42 29.21 13.88 27.20 MIN: 31.97 / MAX: 32.83 MIN: 31.07 / MAX: 31.76 MIN: 50.62 / MAX: 53.17 MIN: 25.3 / MAX: 25.83 MIN: 13.79 / MAX: 13.97 MIN: 17.67 / MAX: 17.93 MIN: 17.34 / MAX: 17.59 MIN: 28.89 / MAX: 29.61 MIN: 13.82 / MAX: 13.97 MIN: 26.82 / MAX: 27.54
Embree Binary: Pathtracer ISPC - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer ISPC - Model: Asian Dragon 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 15 30 45 60 75 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.08, N = 3 43.10 40.43 68.42 28.97 19.43 23.60 22.46 38.31 15.59 35.15 MIN: 42.68 / MAX: 43.7 MIN: 40.04 / MAX: 41.18 MIN: 66.22 / MAX: 70.39 MIN: 28.72 / MAX: 29.29 MIN: 19.37 / MAX: 19.6 MIN: 23.45 / MAX: 23.8 MIN: 22.38 / MAX: 22.62 MIN: 37.87 / MAX: 38.72 MIN: 15.54 / MAX: 15.7 MIN: 33.95 / MAX: 35.72
Embree Binary: Pathtracer ISPC - Model: Asian Dragon Obj OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer ISPC - Model: Asian Dragon Obj 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 13 26 39 52 65 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 37.15 34.80 58.69 25.07 16.77 20.34 19.32 33.05 13.49 30.35 MIN: 36.74 / MAX: 37.69 MIN: 34.51 / MAX: 35.32 MIN: 56.97 / MAX: 60.91 MIN: 24.86 / MAX: 25.34 MIN: 16.69 / MAX: 16.88 MIN: 20.23 / MAX: 20.53 MIN: 19.25 / MAX: 19.46 MIN: 32.72 / MAX: 33.4 MIN: 13.43 / MAX: 13.59 MIN: 29.95 / MAX: 30.77
Intel Open Image Denoise Scene: Memorial OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 1.0.0 Scene: Memorial 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 8 16 24 32 40 SE +/- 0.05, N = 3 SE +/- 0.36, N = 3 SE +/- 0.17, N = 3 SE +/- 0.09, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.30, N = 3 27.97 33.06 34.49 20.43 15.80 18.41 22.01 31.10 12.85 27.35
LuxCoreRender Scene: DLSC OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.3 Scene: DLSC 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 2 4 6 8 10 SE +/- 0.0120, N = 3 SE +/- 0.0036, N = 3 SE +/- 0.0948, N = 3 SE +/- 0.0265, N = 3 SE +/- 0.0034, N = 3 SE +/- 0.0243, N = 3 SE +/- 0.0145, N = 3 SE +/- 0.0032, N = 3 SE +/- 0.0165, N = 3 SE +/- 0.0035, N = 3 4.4400 4.5183 7.1900 3.4300 1.7400 2.3200 2.3500 3.7900 1.7700 3.5300 MIN: 4.34 / MAX: 4.63 MIN: 4.4 / MAX: 4.76 MIN: 6.83 / MAX: 7.6 MIN: 3.33 / MAX: 3.63 MIN: 1.67 / MAX: 1.79 MIN: 2.2 / MAX: 2.43 MIN: 2.24 / MAX: 2.46 MIN: 3.65 / MAX: 3.94 MIN: 1.68 / MAX: 1.85 MIN: 3.46 / MAX: 3.66
LuxCoreRender Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.3 Scene: Rainbow Colors and Prism 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 2 4 6 8 10 SE +/- 0.30, N = 12 SE +/- 0.13, N = 15 SE +/- 0.40, N = 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 15 4.46 4.32 7.15 3.65 1.88 2.48 2.51 4.11 1.88 3.79 MIN: 1.23 / MAX: 4.91 MIN: 2.71 / MAX: 4.87 MIN: 2.92 / MAX: 8.11 MIN: 3.56 / MAX: 3.67 MIN: 1.85 / MAX: 1.92 MIN: 2.4 / MAX: 2.53 MIN: 2.44 / MAX: 2.56 MIN: 3.96 / MAX: 4.16 MIN: 1.84 / MAX: 1.92 MIN: 3.45 / MAX: 3.89
OSPray Demo: San Miguel - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: San Miguel - Renderer: SciVis 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 15 30 45 60 75 SE +/- 0.00, N = 12 SE +/- 0.60, N = 3 SE +/- 0.62, N = 15 SE +/- 0.07, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.04, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 43.48 42.27 69.52 27.84 18.87 23.26 22.69 38.46 14.71 34.48 MIN: 28.57 / MAX: 45.45 MIN: 28.57 / MAX: 43.48 MIN: 37.04 / MAX: 71.43 MIN: 17.86 / MAX: 28.57 MIN: 18.52 / MAX: 19.23 MIN: 21.74 / MAX: 23.81 MIN: 21.74 / MAX: 22.73 MIN: 37.04 MIN: 14.29 / MAX: 14.93 MIN: 30.3 / MAX: 35.71
OSPray Demo: XFrog Forest - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: XFrog Forest - Renderer: SciVis 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 3 6 9 12 15 SE +/- 0.00, N = 6 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 6 SE +/- 0.00, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 12 SE +/- 0.00, N = 8 7.19 7.09 12.05 4.57 3.01 3.70 3.68 6.25 2.34 5.72 MIN: 6.45 / MAX: 7.25 MIN: 6.37 / MAX: 7.14 MIN: 9.71 / MAX: 12.2 MIN: 4.08 / MAX: 4.61 MIN: 2.98 / MAX: 3.05 MIN: 3.66 / MAX: 3.73 MIN: 3.64 / MAX: 3.7 MIN: 6.13 / MAX: 6.29 MIN: 2.3 / MAX: 2.36 MIN: 5.56 / MAX: 5.78
OSPray Demo: San Miguel - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: San Miguel - Renderer: Path Tracer 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 2 4 6 8 10 SE +/- 0.00, N = 7 SE +/- 0.00, N = 8 SE +/- 0.01, N = 5 SE +/- 0.00, N = 4 SE +/- 0.00, N = 6 SE +/- 0.00, N = 4 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 12 3.95 3.71 6.53 2.63 1.75 2.14 2.02 3.52 1.40 3.25 MIN: 3.41 / MAX: 3.98 MIN: 2.99 / MAX: 3.73 MIN: 5.18 / MAX: 6.58 MIN: 2.35 / MAX: 2.64 MIN: 1.74 / MAX: 1.76 MIN: 2.13 / MAX: 2.15 MAX: 2.03 MIN: 3.48 / MAX: 3.53 MAX: 1.41 MIN: 3.16 / MAX: 3.28
OSPray Demo: NASA Streamlines - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: NASA Streamlines - Renderer: SciVis 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 20 40 60 80 100 SE +/- 0.00, N = 15 SE +/- 0.00, N = 15 SE +/- 0.00, N = 13 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 3 55.56 55.56 90.91 34.48 23.26 28.57 29.41 50.00 18.18 45.45 MIN: 24.39 MIN: 19.23 MIN: 29.41 MIN: 18.87 / MAX: 35.71 MIN: 22.73 / MAX: 23.81 MIN: 26.32 / MAX: 29.41 MIN: 26.32 MIN: 43.48 MIN: 17.86 / MAX: 18.52 MIN: 43.48 / MAX: 47.62
OSPray Demo: XFrog Forest - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: XFrog Forest - Renderer: Path Tracer 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 2 4 6 8 10 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 5 SE +/- 0.00, N = 3 SE +/- 0.00, N = 6 SE +/- 0.00, N = 3 SE +/- 0.00, N = 4 SE +/- 0.00, N = 3 SE +/- 0.00, N = 7 3.98 3.88 6.67 2.55 1.68 2.06 2.02 3.46 1.31 3.17 MIN: 3.64 / MAX: 4.02 MIN: 3.57 / MAX: 3.92 MIN: 5.85 / MAX: 6.76 MIN: 2.28 / MAX: 2.57 MIN: 1.67 MIN: 2.04 / MAX: 2.07 MIN: 2 / MAX: 2.04 MIN: 3.41 / MAX: 3.47 MIN: 1.3 / MAX: 1.32 MIN: 3.09 / MAX: 3.19
OSPray Demo: Magnetic Reconnection - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: Magnetic Reconnection - Renderer: SciVis 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 16 32 48 64 80 SE +/- 0.00, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 12 SE +/- 0.27, N = 4 SE +/- 0.00, N = 15 SE +/- 0.00, N = 12 SE +/- 0.16, N = 4 SE +/- 0.60, N = 3 SE +/- 0.08, N = 4 47.62 45.45 71.43 32.53 22.22 27.03 25.48 42.87 17.94 40.00 MIN: 16.67 / MAX: 50 MIN: 20 MIN: 15.87 / MAX: 76.92 MIN: 14.93 / MAX: 33.33 MIN: 21.28 MIN: 24.39 MIN: 24.39 / MAX: 25.64 MIN: 38.46 / MAX: 43.48 MIN: 16.95 / MAX: 18.18 MIN: 37.04
OSPray Demo: NASA Streamlines - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: NASA Streamlines - Renderer: Path Tracer 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 4 8 12 16 20 SE +/- 0.00, N = 12 SE +/- 0.04, N = 3 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.01, N = 3 SE +/- 0.00, N = 12 SE +/- 0.01, N = 4 SE +/- 0.03, N = 3 SE +/- 0.00, N = 15 SE +/- 0.01, N = 12 10.42 10.56 18.18 6.62 4.37 5.38 5.52 9.49 3.41 8.69 MIN: 8.47 / MAX: 10.53 MIN: 8.77 / MAX: 10.75 MIN: 12.2 / MAX: 18.52 MIN: 5.52 / MAX: 6.76 MIN: 4.29 / MAX: 4.44 MIN: 5.29 / MAX: 5.46 MIN: 5.43 / MAX: 5.62 MIN: 9.26 / MAX: 9.62 MIN: 3.33 / MAX: 3.45 MIN: 8.33 / MAX: 9.01
Appleseed Scene: Emily OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Emily 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 80 160 240 320 400 180.65 177.66 154.98 222.97 328.14 284.28 276.77 197.65 345.39 196.93
Appleseed Scene: Disney Material OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Disney Material 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 40 80 120 160 200 88.86 84.84 68.62 107.50 182.56 158.77 155.23 103.83 194.40 106.64
Appleseed Scene: Material Tester OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Material Tester 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 40 80 120 160 200 189.46 185.36 193.44 197.74 179.75 162.86 156.61 123.98 188.78 124.15
Build2 Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Build2 0.12 Time To Compile 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 20 40 60 80 100 SE +/- 0.13, N = 3 SE +/- 0.09, N = 3 SE +/- 0.09, N = 3 SE +/- 0.11, N = 3 SE +/- 0.08, N = 3 SE +/- 0.15, N = 3 SE +/- 0.05, N = 3 SE +/- 0.13, N = 3 SE +/- 0.15, N = 3 SE +/- 0.14, N = 3 72.15 70.61 62.78 86.33 101.72 91.64 88.98 74.12 109.70 66.42
PyPerformance Benchmark: float OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: float 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 30 60 90 120 150 SE +/- 0.33, N = 3 SE +/- 0.12, N = 3 113.0 113.0 109.0 137.0 114.0 114.0 115.0 109.0 137.0 94.5
PyPerformance Benchmark: regex_compile OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: regex_compile 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 40 80 120 160 200 SE +/- 1.20, N = 3 167 167 164 204 167 168 168 164 204 157
PyPerformance Benchmark: python_startup OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: python_startup 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 4 8 12 16 20 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.00, N = 3 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 SE +/- 0.09, N = 3 11.2 10.9 11.2 15.4 11.1 11.3 11.0 11.2 15.4 17.7
PyPerformance Benchmark: django_template OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: django_template 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 13 26 39 52 65 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.00, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.00, N = 3 SE +/- 0.67, N = 3 47.3 47.1 45.9 57.5 47.2 47.1 47.3 46.2 57.5 49.9
PHPBench PHP Benchmark Suite OpenBenchmarking.org Score, More Is Better PHPBench 0.8.1 PHP Benchmark Suite 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 160K 320K 480K 640K 800K SE +/- 914.97, N = 3 SE +/- 164.78, N = 3 SE +/- 884.68, N = 3 SE +/- 200.00, N = 3 SE +/- 786.96, N = 3 SE +/- 862.18, N = 3 SE +/- 752.01, N = 3 SE +/- 425.09, N = 3 SE +/- 1865.15, N = 3 SE +/- 1014.34, N = 3 631283 632601 649693 519964 632455 629690 632431 649164 515697 734339
PostgreSQL pgbench Scaling: Buffer Test - Test: Normal Load - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 12.0 Scaling: Buffer Test - Test: Normal Load - Mode: Read Only 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 200K 400K 600K 800K 1000K SE +/- 2029.20, N = 3 SE +/- 494.87, N = 3 SE +/- 10457.35, N = 3 SE +/- 568.07, N = 3 SE +/- 198.36, N = 3 SE +/- 474.33, N = 3 SE +/- 358.06, N = 3 SE +/- 1625.61, N = 3 SE +/- 517.49, N = 3 SE +/- 3571.60, N = 3 598798.57 587882.23 909916.49 501697.24 322051.63 383120.69 376860.32 560887.77 313376.78 567696.51 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm
PostgreSQL pgbench Scaling: Buffer Test - Test: Normal Load - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 12.0 Scaling: Buffer Test - Test: Normal Load - Mode: Read Write 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 11K 22K 33K 44K 55K SE +/- 158.35, N = 3 SE +/- 119.26, N = 3 SE +/- 19.82, N = 3 SE +/- 220.44, N = 3 SE +/- 1.34, N = 3 SE +/- 54.71, N = 3 SE +/- 56.97, N = 3 SE +/- 370.72, N = 3 SE +/- 132.22, N = 3 SE +/- 85.02, N = 3 34227.72 37715.22 24466.91 34916.03 40894.90 45518.59 46503.28 53139.06 40373.30 11704.23 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm
PyBench Total For Average Test Times OpenBenchmarking.org Milliseconds, Fewer Is Better PyBench 2018-02-16 Total For Average Test Times 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 300 600 900 1200 1500 SE +/- 1.45, N = 3 SE +/- 0.67, N = 3 SE +/- 1.00, N = 3 SE +/- 0.67, N = 3 SE +/- 12.17, N = 3 SE +/- 3.06, N = 3 SE +/- 1.15, N = 3 SE +/- 0.58, N = 3 SE +/- 1.45, N = 3 1100 1104 1073 1343 1101 1114 1103 1076 1342 951
Phoronix Test Suite v10.8.4