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