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&rdt&grr .
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 build-gcc: Time To Compile mkl-dnn: Convolution Batch conv_all - bf16bf16bf16 mkl-dnn: Convolution Batch conv_all - u8s8f32 mkl-dnn: Convolution Batch conv_all - f32 mkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16 mkl-dnn: Deconvolution Batch deconv_all - f32 blender: Barbershop - CPU-Only build-llvm: Time To Compile blender: Pabellon Barcelona - CPU-Only blender: Classroom - CPU-Only radiance: Serial numpy: renaissance: Savina Reactors.IO ospray: San Miguel - Path Tracer dav1d: Chimera 1080p 10-bit mlpack: scikit_qda asmfish: 1024 Hash Memory, 26 Depth ospray: XFrog Forest - SciVis mlpack: scikit_linearridgeregression ospray: XFrog Forest - Path Tracer hpcg: appleseed: Emily pgbench: Buffer Test - Normal Load - Read Write pgbench: Buffer Test - Normal Load - Read Only luxcorerender: Rainbow Colors and Prism build-gdb: Time To Compile mrbayes: Primate Phylogeny Analysis blender: Fishy Cat - CPU-Only ospray: San Miguel - SciVis mkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16 mkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32 mkl-dnn: Convolution Batch conv_googlenet_v3 - f32 appleseed: Material Tester deepspeech: CPU ospray: NASA Streamlines - Path Tracer build-linux-kernel: Time To Compile pyperformance: python_startup blender: BMW27 - CPU-Only appleseed: Disney Material build2: Time To Compile radiance: SMP Parallel mlpack: scikit_ica stockfish: Total Time npb: EP.D v-ray: CPU namd: ATPase Simulation - 327,506 Atoms mkl-dnn: Convolution Batch conv_3d - u8s8f32 luxcorerender: DLSC john-the-ripper: MD5 basis: ETC1S renaissance: Apache Spark Bayes pyperformance: float renaissance: Apache Spark PageRank mkl-dnn: IP Batch All - u8s8f32 mkl-dnn: IP Batch All - f32 himeno: Poisson Pressure Solver npb: BT.C embree: Pathtracer - Asian Dragon Obj mkl-dnn: Convolution Batch conv_3d - bf16bf16bf16 embree: Pathtracer ISPC - Asian Dragon Obj basis: UASTC Level 3 pyperformance: django_template pyperformance: regex_compile ospray: NASA Streamlines - SciVis embree: Pathtracer - Crown john-the-ripper: Blowfish npb: LU.C embree: Pathtracer ISPC - Crown lzbench: Crush 0 - Decompression lzbench: Crush 0 - Compression mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32 mkl-dnn: IP Batch 1D - f32 tungsten: Water Caustic intel-mpi: IMB-P2P PingPong embree: Pathtracer - Asian Dragon pybench: Total For Average Test Times lzbench: Zstd 8 - Decompression lzbench: Zstd 8 - Compression lzbench: Brotli 2 - Decompression lzbench: Brotli 2 - Compression mlpack: scikit_svm lzbench: Zstd 1 - Decompression lzbench: Zstd 1 - Compression embree: Pathtracer ISPC - Asian Dragon mkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16 dav1d: Summer Nature 4K mkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16 mkl-dnn: Deconvolution Batch deconv_1d - u8s8f32 mkl-dnn: Deconvolution Batch deconv_1d - f32 svt-av1: Enc Mode 4 - 1080p ospray: Magnetic Reconnection - SciVis mkl-dnn: Convolution Batch conv_alexnet - u8s8f32 renaissance: Scala Dotty mkl-dnn: Convolution Batch conv_alexnet - f32 phpbench: PHP Benchmark Suite tungsten: Hair dav1d: Summer Nature 1080p mkl-dnn: IP Batch 1D - bf16bf16bf16 arrayfire: BLAS CPU compress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 arrayfire: Conjugate Gradient CPU npb: SP.B svt-av1: Enc Mode 8 - 1080p smhasher: wyhash smhasher: wyhash scikit-learn: dacapobench: Jython npb: MG.C oidn: Memorial npb: EP.C nettle: aes256 lammps: Rhodopsin Protein svt-vp9: Visual Quality Optimized - Bosphorus 1080p mkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16 mkl-dnn: Deconvolution Batch deconv_3d - f32 cloverleaf: Lagrangian-Eulerian Hydrodynamics nettle: sha512 nettle: chacha nettle: 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 1060.578 3917.52 2479.28 999.544 3152.41 1278.25 260.56 286.782 208.30 165.96 746.918 300.73 26257.008 3.95 70.81 42.69 85501851 7.19 2.39 3.98 25.6303 180.645797 34227.724903 598798.571324 4.46 146.439 134.928 98.24 43.48 187.168 15.7542 54.8190 189.459653 125.11863 10.42 36.699 11.2 60.67 88.856634 72.151 230.561 77.41 74235829 3780.59 40270 0.60333 4896.41 4.44 4821000 54.554 3662.767 113 24540.720 4.08605 10.6348 3404.690861 100761.29 32.3301 15.2177 37.1498 27.981 47.3 167 55.56 29.5153 51324 108883.40 33.4469 419 93 3112.36 2.23009 23.3367 19650424.333333 35.8757 1100 1101 74 613 172 17.92 1147 437 43.0983 712.201 177.89 7.22975 0.560890 2.12680 5.302 47.62 35.9778 7414.619 122.761 631283 11.0726 321.84 5.72791 2359.13 10.449 9.898 50932.88 49.209 18.806 10.458 4877 58984.18 27.97 3768.66 6159.21 17.378 237.57 9.42591 2.69700 1.06 489.15 1024.975 2797.22 1167.683 7839.95 4826.71 1948.77 5695.58 1920.74 456.47 430.426 404.78 328.81 749.923 313.76 22776.295 2.14 58.05 34.24 43217939 3.70 2.25 2.06 13.3529 284.27974 45518.593515 383120.690509 2.48 151.909 134.483 175.95 23.26 369.287 28.4532 108.161 162.860353 126.07801 5.38 59.012 11.3 113.30 158.77238 91.641 242.515 68.19 38167326 1966.61 21886 1.15745 9696.92 2.32 2506000 56.018 3150.096 114 21704.485 4.61054 8.90795 3398.397455 50787.79 17.7957 29.9173 20.3418 46.708 47.1 168 28.57 16.0514 25547 56744.87 17.6604 428 98 6072.57 4.49985 25.0080 10276849.521739 19.6105 1114 1194 76 651 176 17.82 1180 444 23.6042 1433.47 160.59 13.1428 0.843709 3.36432 4.285 27.03 66.7352 7556.329 244.745 629690 18.9840 274.98 8.68590 1201.54 10.355 6.409 23346.56 33.088 18.815 10.112 4834 31197.22 18.41 1863.15 6133.91 9.535 224.01 16.8253 4.88966 1.28 485.86 1020.093 2779.78 1063.705 3497.47 2846.12 765.745 2935.99 1113.54 287.80 308.741 246.31 198.25 728.361 330.33 21975.122 3.52 65.40 30.45 68762075 6.25 1.67 3.46 14.9097 197.649505 53139.057777 560887.766696 4.11 144.643 128.848 110.67 38.46 166.984 11.2900 42.0758 123.979103 118.09377 9.49 40.898 11.2 69.80 103.833099 74.118 235 67.36 62891312 3283.38 34710 0.70709 5919.94 3.79 4090000 51.446 2674.175 109 20621.229 3.23121 6.79509 3510.205159 71842.34 29.2061 14.0780 33.0490 30.689 46.2 164 50 26.2800 42864 74255.67 28.7730 440 101 3716.98 2.39451 22.0167 16653864.768116 32.2474 1076 1224 77 673 181 17.19 1212 457 38.3100 637.374 199.08 6.55374 0.371036 1.46232 6.030 42.87 26.8391 6664.254 94.1937 649164 12.6863 323.20 4.83170 3432.16 8.203 4.115 32682.14 51.917 22.678 9.127 4547 37089.05 31.10 3194.18 6313.16 15.314 265.40 7.69605 1.96279 0.96 501.98 1051.111 2867.48 1005.530 1766.35 1517.44 496.816 1779.15 881.783 187.33 221.515 129.01 100.47 728.246 321.82 26764.941 6.53 85.14 38.35 133839896 12.05 1.82 6.67 28.8542 154.980752 24466.911227 909916.490086 7.15 142.695 129.986 66.39 69.52 86.5391 7.46050 23.1772 193.44241 122.22468 18.18 27.309 11.2 38.79 68.618272 62.776 226.076 63.35 119715795 6284.65 64331 0.36226 3005.48 7.19 7880000 52.694 3228.633 109 23588.397 3.11002 9.52466 3514.604106 136046.53 51.7853 7.92912 58.6945 19.885 45.9 164 90.91 45.6121 84084 140090.32 53.2304 428 96 1893.72 1.63986 21.5896 31821690.550725 57.4870 1073 1124 75 623 176 17.19 1168 449 68.4241 320.060 221.31 4.06847 0.394455 1.24029 7.033 71.43 19.8143 6890.606 49.8437 649693 7.82706 409.88 3.65964 3430.28 9.137 7.481 70893.41 56.982 22.677 9.392 4711 69175.12 34.49 6104.94 6320.00 24.788 233.17 4.35817 1.13608 0.69 500.98 1051.936 2868.69 1218.874 10255.2 5840.26 2363.00 6721.02 1699.69 589.07 501.218 531.98 433.42 747.844 315.14 27198.080 1.75 55.88 37.41 36561817 3.01 2.46 1.68 13.0138 328.139133 40894.896756 322051.631187 1.88 156.299 147.734 229.28 18.87 484.594 34.6031 131.088 179.751505 128.40692 4.37 67.156 11.1 149.39 182.557972 101.716 241.897 68.78 32424332 1635.78 16981 1.51168 11821.3 1.74 1912667 58.473 3477.331 114 23703.029 4.83875 9.30959 3405.035897 48617.05 13.8526 39.9985 16.7685 55.209 47.2 167 23.26 12.3882 21403 48143.49 14.4163 430 96 7189.03 4.75696 25.9635 9066471.0434783 15.3104 1101 1195 74 655 176 17.98 1184 446 19.4321 1874.47 136.86 16.5484 0.976730 3.99488 3.339 22.22 81.0705 8286.123 298.300 632455 22.4866 265.46 8.8271 1002.09 11.122 7.042 22329.34 27.193 19.806 10.286 5096 30328.65 15.80 1621.48 6164.79 8.158 172.82 21.4290 5.80420 1.37 489.51 1024.493 2798.56 1398.020 10258.0 6241.16 3129.93 6721.54 2201.04 593.13 531.152 531.39 432.11 909.318 272.12 22798.382 1.40 50.10 40.75 35085496 2.34 2.97 1.31 11.8883 345.389961 40373.304894 313376.779917 1.88 177.772 193.466 229.71 14.71 484.895 45.0502 171.428 188.776756 135.99744 3.41 71.770 15.4 149.02 194.401843 109.699 299.739 81.36 31174576 1571.49 17105 1.51721 12300.3 1.77 1893333 67.461 3588.692 137 25271.433 5.59275 10.1930 2823.595364 46389.79 13.8827 40.0192 13.4918 58.246 57.5 204 18.18 12.4316 20424 46723.01 11.3827 353 82 7457.86 5.16658 28.8979 8923779.5507246 15.2796 1342 998 64 542 146 20.89 973 365 15.5911 1875.23 132.46 16.5516 1.27375 5.31087 3.309 17.94 105.826 8634.691 395.441 515697 23.6129 232.35 10.9014 765.491 11.430 7.819 21149.68 26.460 22004.08 22.131 12.030 5768 28301.13 12.85 1545.50 5024.39 7.810 173.18 21.4755 7.63646 1.49 399.99 837.612 2291.69 1092.587 5709.17 4478.93 1227.07 3966.73 983.913 453.22 433.191 400.96 321.53 746.687 318.87 27198.856 2.02 62.32 31.96 44614925 3.68 1.93 2.02 13.9581 276.768654 46503.283040 376860.318615 2.51 139.120 123.702 173.95 22.69 269.991 17.9735 69.1431 156.605614 119.78717 5.52 57.772 11.0 111.82 155.228014 88.977 242.002 61.82 39776292 2094.53 22074 1.13586 9374.60 2.35 2583000 54.790 2856.850 115 21743.019 4.53821 8.84233 3401.157135 56576.12 17.4223 22.4243 19.3228 44.943 47.3 168 29.41 15.9943 27126 58594.50 16.8099 429 95 5864.26 4.41366 24.0874 10620968.608695 19.3472 1103 1193 74 653 176 17.92 1182 445 22.4598 1042.34 170.07 9.90362 0.528632 2.23126 4.340 25.48 42.2202 6999.497 155.368 632431 18.6129 307.75 5.71439 2137.03 10.330 6.451 23859.79 34.636 19429.87 25.134 9.924 4609 31633.6 22.01 2044.24 6161.42 10.325 221.95 12.3271 3.13006 1.27 488.81 1024.992 2795.49 996.904 2871.11 2377.91 694.324 2169.93 711.389 257.01 279.682 207.41 163.32 745.686 304.16 27972.998 3.71 73.95 44.53 83894514 7.09 2.08 3.88 26.5910 177.661148 37715.216271 587882.232699 4.32 133.444 124.258 96.41 42.27 137.734 11.3282 36.3716 185.357154 123.38702 10.56 36.595 10.9 59.45 84.844108 70.608 233.042 74.63 75203729 3969.60 34749 0.58237 4821.24 4.5183 4977667 54.947 3405.414 113 24522.220 4.11779 10.5239 3410.383938 77470.67 31.3117 11.6076 34.8030 27.226 47.1 167 55.56 28.9602 53485 106268.33 31.7318 418 91 2987.08 2.18975 23.1916 20467429.521739 34.6919 1104 1100 72 608 172 17.77 1141 437 40.4325 527.017 203.10 5.38402 0.369060 1.49724 5.431 45.45 26.5363 7231.014 81.1400 632601 10.6653 358.62 3.21281 3912.30 10.206 7.155 49232.24 51.710 19424.11 25.129 10.449 4806 58681.42 33.06 4005.26 6157.49 18.150 256.91 6.29647 1.70749 0.93 489.42 1025.384 2797.43 1268.815 5156.69 3215.17 1578.24 3600.95 1364.26 333.40 347.827 272.72 218.06 907.757 262.78 28596.105 2.63 59.51 50.10 66895810 4.57 2.99 2.55 23.1574 222.968514 34916.030852 501697.238231 3.65 169.704 194.504 125.35 27.84 246.446 23.7028 87.5434 197.740442 133.01160 6.62 45.315 15.4 78.72 107.498089 86.325 281.251 94.45 60569696 3144.70 27592 0.76982 6329.94 3.43 3764000 65.644 4199.411 137 28045.920 4.82603 11.4215 2817.673053 65509.98 25.4971 20.5163 25.0678 34.632 57.5 204 34.48 23.2674 41021 85606.53 21.7468 344 80 3849.13 2.66699 27.3948 17176230.536232 28.2032 1343 930 63 509 142 21.09 943 359 28.9732 938.910 159.60 8.86913 0.770300 3.06590 4.216 32.53 55.3361 8583.014 197.914 519964 13.6031 272.55 5.56500 1497.75 10.978 16.92 42220.94 40.548 22011.20 22.129 12.549 5802 52832.47 20.43 2984.02 5061.60 14.161 206.42 10.9379 3.85512 1.00 401.13 841.649 2294.74 994.583 3880.44 2967.92 878.390 3293.94 1292.62 304.79 281.678 265.41 213.36 665.7 367.56 25186.666 3.25 81.60 32.65 66225641 5.72 1.99 3.17 14.1623 196.929786 11704.231804 567696.505912 3.79 134.824 143.348 118.09 34.48 188.611 13.4504 49.8744 124.147301 123.85252 8.69 36.367 17.7 74.96 106.643392 66.415 219.836 54.91 61170651 3210.52 33014 0.81434 6183.11 3.53 3654000 47.653 2743.623 94.5 21015.543 3.59218 7.54439 3866.090988 69347.58 27.1952 16.5906 30.3458 30.634 49.9 157 45.45 24.5503 40326 69606.84 26.4010 509 109 3852.37 2.86715 21.5517 20246604.623188 30.1057 951 1298 84 721 196 15.78 1299 508 35.1495 702.065 256.60 7.61595 0.458422 1.74515 6.389 40 31.9893 6970.904 108.568 734339 12.7104 537.84 5.56304 3128.39 8.380 4.423 31426.53 53.819 26298.77 18.508 9.661 4321 35376.11 27.35 3025.11 7070.60 14.562 282.18 8.46273 2.27526 1.14 550.93 1172.153 3207.98 OpenBenchmarking.org
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
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_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
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: 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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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_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_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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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 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
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
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
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
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: 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
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: 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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Phoronix Test Suite v10.8.4