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 .
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 hpcg: npb: BT.C npb: EP.C npb: EP.D npb: LU.C npb: MG.C npb: SP.B cloverleaf: Lagrangian-Eulerian Hydrodynamics namd: ATPase Simulation - 327,506 Atoms lzbench: Zstd 1 - Compression lzbench: Zstd 1 - Decompression lzbench: Zstd 8 - Compression lzbench: Zstd 8 - Decompression lzbench: Crush 0 - Compression lzbench: Crush 0 - Decompression lzbench: Brotli 2 - Compression lzbench: Brotli 2 - Decompression smhasher: wyhash mrbayes: Primate Phylogeny Analysis lammps: Rhodopsin Protein dacapobench: Jython renaissance: Scala Dotty renaissance: Apache Spark Bayes renaissance: Savina Reactors.IO renaissance: Apache Spark PageRank nettle: aes256 nettle: chacha nettle: sha512 nettle: poly1305-aes arrayfire: BLAS CPU arrayfire: Conjugate Gradient CPU john-the-ripper: Blowfish john-the-ripper: MD5 mkl-dnn: IP Batch 1D - f32 mkl-dnn: IP Batch All - f32 mkl-dnn: IP Batch All - u8s8f32 mkl-dnn: IP Batch 1D - bf16bf16bf16 mkl-dnn: Convolution Batch conv_all - f32 mkl-dnn: Convolution Batch conv_3d - u8s8f32 mkl-dnn: Deconvolution Batch deconv_1d - f32 mkl-dnn: Deconvolution Batch deconv_3d - f32 mkl-dnn: Convolution Batch conv_alexnet - f32 mkl-dnn: Convolution Batch conv_all - u8s8f32 mkl-dnn: Deconvolution Batch deconv_all - f32 mkl-dnn: Deconvolution Batch deconv_1d - u8s8f32 mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32 mkl-dnn: Convolution Batch conv_3d - bf16bf16bf16 mkl-dnn: Convolution Batch conv_alexnet - u8s8f32 mkl-dnn: Convolution Batch conv_all - bf16bf16bf16 mkl-dnn: Convolution Batch conv_googlenet_v3 - f32 mkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16 mkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16 mkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16 mkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32 mkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16 mkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16 dav1d: Summer Nature 4K dav1d: Summer Nature 1080p dav1d: Chimera 1080p 10-bit ospray: San Miguel - SciVis ospray: XFrog Forest - SciVis ospray: San Miguel - Path Tracer ospray: NASA Streamlines - SciVis ospray: XFrog Forest - Path Tracer ospray: Magnetic Reconnection - SciVis ospray: NASA Streamlines - Path Tracer embree: Pathtracer - Crown embree: Pathtracer ISPC - Crown embree: Pathtracer - Asian Dragon embree: Pathtracer - Asian Dragon Obj embree: Pathtracer ISPC - Asian Dragon embree: Pathtracer ISPC - Asian Dragon Obj svt-av1: Enc Mode 4 - 1080p svt-av1: Enc Mode 8 - 1080p svt-vp9: Visual Quality Optimized - Bosphorus 1080p oidn: Memorial luxcorerender: DLSC luxcorerender: Rainbow Colors and Prism himeno: Poisson Pressure Solver stockfish: Total Time asmfish: 1024 Hash Memory, 26 Depth build-gcc: Time To Compile build-gdb: Time To Compile build-linux-kernel: Time To Compile build-llvm: Time To Compile build2: Time To Compile tungsten: Hair tungsten: Water Caustic numpy: compress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 deepspeech: CPU radiance: Serial radiance: SMP Parallel intel-mpi: IMB-P2P PingPong pgbench: Buffer Test - Normal Load - Read Only pgbench: Buffer Test - Normal Load - Read Write basis: ETC1S basis: UASTC Level 3 v-ray: CPU blender: BMW27 - CPU-Only blender: Classroom - CPU-Only blender: Fishy Cat - CPU-Only blender: Barbershop - CPU-Only blender: Pabellon Barcelona - CPU-Only pybench: Total For Average Test Times pyperformance: float pyperformance: regex_compile pyperformance: python_startup pyperformance: django_template appleseed: Emily appleseed: Disney Material appleseed: Material Tester phpbench: PHP Benchmark Suite mlpack: scikit_ica mlpack: scikit_qda mlpack: scikit_svm mlpack: scikit_linearridgeregression scikit-learn: smhasher: 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 25.6303 100761.29 3768.66 3780.59 108883.40 58984.18 50932.88 1.06 0.60333 437 1147 74 1101 93 419 172 613 18.806 134.928 17.378 4877 7414.619 3662.767 26257.008 24540.720 6159.21 1024.975 489.15 2797.22 2359.13 9.898 51324 4821000 2.23009 10.6348 4.08605 5.72791 999.544 4896.41 2.12680 2.69700 122.761 2479.28 1278.25 0.560890 3112.36 15.2177 35.9778 3917.52 54.8190 7.22975 9.42591 712.201 15.7542 3152.41 187.168 177.89 321.84 70.81 43.48 7.19 3.95 55.56 3.98 47.62 10.42 29.5153 33.4469 35.8757 32.3301 43.0983 37.1498 5.302 49.209 237.57 27.97 4.44 4.46 3404.690861 74235829 85501851 1060.578 146.439 36.699 286.782 72.151 11.0726 23.3367 300.73 10.449 125.11863 746.918 230.561 19650424.333333 598798.571324 34227.724903 54.554 27.981 40270 60.67 165.96 98.24 260.56 208.30 1100 113 167 11.2 47.3 180.645797 88.856634 189.459653 631283 77.41 42.69 17.92 2.39 10.458 13.3529 50787.79 1863.15 1966.61 56744.87 31197.22 23346.56 1.28 1.15745 444 1180 76 1194 98 428 176 651 18.815 134.483 9.535 4834 7556.329 3150.096 22776.295 21704.485 6133.91 1020.093 485.86 2779.78 1201.54 6.409 25547 2506000 4.49985 8.90795 4.61054 8.68590 1948.77 9696.92 3.36432 4.88966 244.745 4826.71 1920.74 0.843709 6072.57 29.9173 66.7352 7839.95 108.161 13.1428 16.8253 1433.47 28.4532 5695.58 369.287 160.59 274.98 58.05 23.26 3.70 2.14 28.57 2.06 27.03 5.38 16.0514 17.6604 19.6105 17.7957 23.6042 20.3418 4.285 33.088 224.01 18.41 2.32 2.48 3398.397455 38167326 43217939 1167.683 151.909 59.012 430.426 91.641 18.9840 25.0080 313.76 10.355 126.07801 749.923 242.515 10276849.521739 383120.690509 45518.593515 56.018 46.708 21886 113.30 328.81 175.95 456.47 404.78 1114 114 168 11.3 47.1 284.27974 158.77238 162.860353 629690 68.19 34.24 17.82 2.25 10.112 14.9097 71842.34 3194.18 3283.38 74255.67 37089.05 32682.14 0.96 0.70709 457 1212 77 1224 101 440 181 673 22.678 128.848 15.314 4547 6664.254 2674.175 21975.122 20621.229 6313.16 1051.111 501.98 2867.48 3432.16 4.115 42864 4090000 2.39451 6.79509 3.23121 4.83170 765.745 5919.94 1.46232 1.96279 94.1937 2846.12 1113.54 0.371036 3716.98 14.0780 26.8391 3497.47 42.0758 6.55374 7.69605 637.374 11.2900 2935.99 166.984 199.08 323.20 65.40 38.46 6.25 3.52 50 3.46 42.87 9.49 26.2800 28.7730 32.2474 29.2061 38.3100 33.0490 6.030 51.917 265.40 31.10 3.79 4.11 3510.205159 62891312 68762075 1063.705 144.643 40.898 308.741 74.118 12.6863 22.0167 330.33 8.203 118.09377 728.361 235 16653864.768116 560887.766696 53139.057777 51.446 30.689 34710 69.80 198.25 110.67 287.80 246.31 1076 109 164 11.2 46.2 197.649505 103.833099 123.979103 649164 67.36 30.45 17.19 1.67 9.127 28.8542 136046.53 6104.94 6284.65 140090.32 69175.12 70893.41 0.69 0.36226 449 1168 75 1124 96 428 176 623 22.677 129.986 24.788 4711 6890.606 3228.633 26764.941 23588.397 6320.00 1051.936 500.98 2868.69 3430.28 7.481 84084 7880000 1.63986 9.52466 3.11002 3.65964 496.816 3005.48 1.24029 1.13608 49.8437 1517.44 881.783 0.394455 1893.72 7.92912 19.8143 1766.35 23.1772 4.06847 4.35817 320.060 7.46050 1779.15 86.5391 221.31 409.88 85.14 69.52 12.05 6.53 90.91 6.67 71.43 18.18 45.6121 53.2304 57.4870 51.7853 68.4241 58.6945 7.033 56.982 233.17 34.49 7.19 7.15 3514.604106 119715795 133839896 1005.530 142.695 27.309 221.515 62.776 7.82706 21.5896 321.82 9.137 122.22468 728.246 226.076 31821690.550725 909916.490086 24466.911227 52.694 19.885 64331 38.79 100.47 66.39 187.33 129.01 1073 109 164 11.2 45.9 154.980752 68.618272 193.44241 649693 63.35 38.35 17.19 1.82 9.392 13.0138 48617.05 1621.48 1635.78 48143.49 30328.65 22329.34 1.37 1.51168 446 1184 74 1195 96 430 176 655 19.806 147.734 8.158 5096 8286.123 3477.331 27198.080 23703.029 6164.79 1024.493 489.51 2798.56 1002.09 7.042 21403 1912667 4.75696 9.30959 4.83875 8.8271 2363.00 11821.3 3.99488 5.80420 298.300 5840.26 1699.69 0.976730 7189.03 39.9985 81.0705 10255.2 131.088 16.5484 21.4290 1874.47 34.6031 6721.02 484.594 136.86 265.46 55.88 18.87 3.01 1.75 23.26 1.68 22.22 4.37 12.3882 14.4163 15.3104 13.8526 19.4321 16.7685 3.339 27.193 172.82 15.80 1.74 1.88 3405.035897 32424332 36561817 1218.874 156.299 67.156 501.218 101.716 22.4866 25.9635 315.14 11.122 128.40692 747.844 241.897 9066471.0434783 322051.631187 40894.896756 58.473 55.209 16981 149.39 433.42 229.28 589.07 531.98 1101 114 167 11.1 47.2 328.139133 182.557972 179.751505 632455 68.78 37.41 17.98 2.46 10.286 11.8883 46389.79 1545.50 1571.49 46723.01 28301.13 21149.68 1.49 1.51721 365 973 64 998 82 353 146 542 22.131 193.466 7.810 5768 8634.691 3588.692 22798.382 25271.433 5024.39 837.612 399.99 2291.69 765.491 7.819 20424 1893333 5.16658 10.1930 5.59275 10.9014 3129.93 12300.3 5.31087 7.63646 395.441 6241.16 2201.04 1.27375 7457.86 40.0192 105.826 10258.0 171.428 16.5516 21.4755 1875.23 45.0502 6721.54 484.895 132.46 232.35 50.10 14.71 2.34 1.40 18.18 1.31 17.94 3.41 12.4316 11.3827 15.2796 13.8827 15.5911 13.4918 3.309 26.460 173.18 12.85 1.77 1.88 2823.595364 31174576 35085496 1398.020 177.772 71.770 531.152 109.699 23.6129 28.8979 272.12 11.430 135.99744 909.318 299.739 8923779.5507246 313376.779917 40373.304894 67.461 58.246 17105 149.02 432.11 229.71 593.13 531.39 1342 137 204 15.4 57.5 345.389961 194.401843 188.776756 515697 81.36 40.75 20.89 2.97 12.030 22004.08 13.9581 56576.12 2044.24 2094.53 58594.50 31633.6 23859.79 1.27 1.13586 445 1182 74 1193 95 429 176 653 25.134 123.702 10.325 4609 6999.497 2856.850 27198.856 21743.019 6161.42 1024.992 488.81 2795.49 2137.03 6.451 27126 2583000 4.41366 8.84233 4.53821 5.71439 1227.07 9374.60 2.23126 3.13006 155.368 4478.93 983.913 0.528632 5864.26 22.4243 42.2202 5709.17 69.1431 9.90362 12.3271 1042.34 17.9735 3966.73 269.991 170.07 307.75 62.32 22.69 3.68 2.02 29.41 2.02 25.48 5.52 15.9943 16.8099 19.3472 17.4223 22.4598 19.3228 4.340 34.636 221.95 22.01 2.35 2.51 3401.157135 39776292 44614925 1092.587 139.120 57.772 433.191 88.977 18.6129 24.0874 318.87 10.330 119.78717 746.687 242.002 10620968.608695 376860.318615 46503.283040 54.790 44.943 22074 111.82 321.53 173.95 453.22 400.96 1103 115 168 11.0 47.3 276.768654 155.228014 156.605614 632431 61.82 31.96 17.92 1.93 9.924 19429.87 26.5910 77470.67 4005.26 3969.60 106268.33 58681.42 49232.24 0.93 0.58237 437 1141 72 1100 91 418 172 608 25.129 124.258 18.150 4806 7231.014 3405.414 27972.998 24522.220 6157.49 1025.384 489.42 2797.43 3912.30 7.155 53485 4977667 2.18975 10.5239 4.11779 3.21281 694.324 4821.24 1.49724 1.70749 81.1400 2377.91 711.389 0.369060 2987.08 11.6076 26.5363 2871.11 36.3716 5.38402 6.29647 527.017 11.3282 2169.93 137.734 203.10 358.62 73.95 42.27 7.09 3.71 55.56 3.88 45.45 10.56 28.9602 31.7318 34.6919 31.3117 40.4325 34.8030 5.431 51.710 256.91 33.06 4.5183 4.32 3410.383938 75203729 83894514 996.904 133.444 36.595 279.682 70.608 10.6653 23.1916 304.16 10.206 123.38702 745.686 233.042 20467429.521739 587882.232699 37715.216271 54.947 27.226 34749 59.45 163.32 96.41 257.01 207.41 1104 113 167 10.9 47.1 177.661148 84.844108 185.357154 632601 74.63 44.53 17.77 2.08 10.449 19424.11 23.1574 65509.98 2984.02 3144.70 85606.53 52832.47 42220.94 1.00 0.76982 359 943 63 930 80 344 142 509 22.129 194.504 14.161 5802 8583.014 4199.411 28596.105 28045.920 5061.60 841.649 401.13 2294.74 1497.75 16.92 41021 3764000 2.66699 11.4215 4.82603 5.56500 1578.24 6329.94 3.06590 3.85512 197.914 3215.17 1364.26 0.770300 3849.13 20.5163 55.3361 5156.69 87.5434 8.86913 10.9379 938.910 23.7028 3600.95 246.446 159.60 272.55 59.51 27.84 4.57 2.63 34.48 2.55 32.53 6.62 23.2674 21.7468 28.2032 25.4971 28.9732 25.0678 4.216 40.548 206.42 20.43 3.43 3.65 2817.673053 60569696 66895810 1268.815 169.704 45.315 347.827 86.325 13.6031 27.3948 262.78 10.978 133.01160 907.757 281.251 17176230.536232 501697.238231 34916.030852 65.644 34.632 27592 78.72 218.06 125.35 333.40 272.72 1343 137 204 15.4 57.5 222.968514 107.498089 197.740442 519964 94.45 50.10 21.09 2.99 12.549 22011.20 14.1623 69347.58 3025.11 3210.52 69606.84 35376.11 31426.53 1.14 0.81434 508 1299 84 1298 109 509 196 721 18.508 143.348 14.562 4321 6970.904 2743.623 25186.666 21015.543 7070.60 1172.153 550.93 3207.98 3128.39 4.423 40326 3654000 2.86715 7.54439 3.59218 5.56304 878.390 6183.11 1.74515 2.27526 108.568 2967.92 1292.62 0.458422 3852.37 16.5906 31.9893 3880.44 49.8744 7.61595 8.46273 702.065 13.4504 3293.94 188.611 256.60 537.84 81.60 34.48 5.72 3.25 45.45 3.17 40 8.69 24.5503 26.4010 30.1057 27.1952 35.1495 30.3458 6.389 53.819 282.18 27.35 3.53 3.79 3866.090988 61170651 66225641 994.583 134.824 36.367 281.678 66.415 12.7104 21.5517 367.56 8.380 123.85252 665.7 219.836 20246604.623188 567696.505912 11704.231804 47.653 30.634 33014 74.96 213.36 118.09 304.79 265.41 951 94.5 157 17.7 49.9 196.929786 106.643392 124.147301 734339 54.91 32.65 15.78 1.99 9.661 26298.77 OpenBenchmarking.org
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
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
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
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
NAS Parallel Benchmarks Test / Class: LU.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: LU.C 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 30K 60K 90K 120K 150K SE +/- 135.16, N = 3 SE +/- 45.25, N = 3 SE +/- 82.95, N = 3 SE +/- 188.25, N = 3 SE +/- 41.33, N = 3 SE +/- 38.08, N = 3 SE +/- 30.22, N = 3 SE +/- 50.65, N = 3 SE +/- 91.80, N = 3 SE +/- 35.10, N = 3 108883.40 56744.87 74255.67 140090.32 48143.49 46723.01 58594.50 106268.33 85606.53 69606.84 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 3. Xeon Gold 5220R: Open MPI 4.0.3rc4 4. Xeon Platinum 8280: Open MPI 4.0.3rc4 5. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 6. Xeon Gold 5218: Open MPI 4.0.3rc4 7. Xeon Silver 4216: Open MPI 4.0.3rc4 8. Xeon Gold 6226R: Open MPI 4.0.3rc4 9. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 10. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 11. Xeon W-3275M: Open MPI 3.1.3
NAS Parallel Benchmarks Test / Class: 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
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
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
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
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
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 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: 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: 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
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: Brotli 2 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Brotli 2 - Process: Compression 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 40 80 120 160 200 SE +/- 0.33, N = 3 SE +/- 0.58, N = 3 SE +/- 0.33, N = 3 172 176 181 176 176 146 176 172 142 196 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: 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
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
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
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
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
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
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
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
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
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
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: 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: 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
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
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
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
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
MKL-DNN DNNL Harness: IP Batch 1D - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: IP Batch 1D - Data Type: f32 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 1.1625 2.325 3.4875 4.65 5.8125 SE +/- 0.02205, N = 15 SE +/- 0.01148, N = 3 SE +/- 0.01072, N = 3 SE +/- 0.01437, N = 15 SE +/- 0.02145, N = 3 SE +/- 0.01398, N = 3 SE +/- 0.00644, N = 3 SE +/- 0.01296, N = 3 SE +/- 0.01245, N = 3 SE +/- 0.00575, N = 3 2.23009 4.49985 2.39451 1.63986 4.75696 5.16658 4.41366 2.18975 2.66699 2.86715 MIN: 1.82 MIN: 4.19 MIN: 2.28 MIN: 1.39 MIN: 4.33 MIN: 4.71 MIN: 3.68 MIN: 1.86 MIN: 2.31 MIN: 2.53 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: 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
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 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
MKL-DNN DNNL Harness: Convolution Batch conv_all - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_all - Data Type: f32 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 700 1400 2100 2800 3500 SE +/- 0.29, N = 3 SE +/- 1.16, N = 3 SE +/- 0.39, N = 3 SE +/- 0.78, N = 3 SE +/- 0.47, N = 3 SE +/- 1.30, N = 3 SE +/- 0.59, N = 3 SE +/- 0.79, N = 3 SE +/- 1.69, N = 3 SE +/- 0.68, N = 3 999.54 1948.77 765.75 496.82 2363.00 3129.93 1227.07 694.32 1578.24 878.39 MIN: 995.71 MIN: 1927.2 MIN: 755.35 MIN: 488.36 MIN: 2357.87 MIN: 3085.85 MIN: 1218.34 MIN: 686.24 MIN: 1571.3 MIN: 819.94 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Convolution Batch conv_3d - Data Type: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_3d - Data Type: u8s8f32 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 3K 6K 9K 12K 15K SE +/- 3.52, N = 3 SE +/- 11.33, N = 3 SE +/- 11.11, N = 3 SE +/- 7.97, N = 3 SE +/- 2.59, N = 3 SE +/- 13.03, N = 3 SE +/- 9.11, N = 3 SE +/- 10.40, N = 3 SE +/- 109.20, N = 3 SE +/- 41.02, N = 3 4896.41 9696.92 5919.94 3005.48 11821.30 12300.30 9374.60 4821.24 6329.94 6183.11 MIN: 4854.07 MIN: 9656.48 MIN: 5895.99 MIN: 2934.55 MIN: 11811.3 MIN: 12254 MIN: 9350.22 MIN: 4760.44 MIN: 6190.58 MIN: 5934.01 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Deconvolution Batch deconv_1d - Data Type: 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
MKL-DNN DNNL Harness: Deconvolution Batch deconv_3d - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_3d - Data Type: f32 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 2 4 6 8 10 SE +/- 0.00092, N = 3 SE +/- 0.01927, N = 3 SE +/- 0.00032, N = 3 SE +/- 0.00373, N = 3 SE +/- 0.01731, N = 3 SE +/- 0.01443, N = 3 SE +/- 0.00634, N = 3 SE +/- 0.00200, N = 3 SE +/- 0.00590, N = 3 SE +/- 0.01801, N = 3 2.69700 4.88966 1.96279 1.13608 5.80420 7.63646 3.13006 1.70749 3.85512 2.27526 MIN: 2.66 MIN: 4.84 MIN: 1.95 MIN: 5.77 MIN: 7.57 MIN: 3.1 MIN: 1.67 MIN: 3.82 MIN: 2.12 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Convolution Batch conv_alexnet - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_alexnet - Data Type: f32 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 90 180 270 360 450 SE +/- 0.04, N = 3 SE +/- 0.16, N = 3 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 SE +/- 0.11, N = 3 SE +/- 0.95, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.11, N = 3 122.76 244.75 94.19 49.84 298.30 395.44 155.37 81.14 197.91 108.57 MIN: 121.68 MIN: 242.31 MIN: 93.73 MIN: 48.76 MIN: 297.84 MIN: 390.56 MIN: 154.79 MIN: 79.72 MIN: 195.97 MIN: 102.46 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Convolution Batch conv_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: 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
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_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: 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
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
MKL-DNN DNNL Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 2K 4K 6K 8K 10K SE +/- 3.93, N = 3 SE +/- 4.68, N = 3 SE +/- 0.26, N = 3 SE +/- 1.13, N = 3 SE +/- 0.34, N = 3 SE +/- 0.35, N = 3 SE +/- 0.12, N = 3 SE +/- 2.73, N = 3 SE +/- 6.81, N = 3 SE +/- 0.11, N = 3 3917.52 7839.95 3497.47 1766.35 10255.20 10258.00 5709.17 2871.11 5156.69 3880.44 MIN: 3906.67 MIN: 7795.37 MIN: 3490.41 MIN: 1757.1 MIN: 10250.1 MIN: 10250.4 MIN: 5699.77 MIN: 2860.81 MIN: 5142.07 MIN: 3767 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 40 80 120 160 200 SE +/- 0.06, N = 3 SE +/- 0.24, N = 3 SE +/- 0.02, N = 3 SE +/- 0.09, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 54.82 108.16 42.08 23.18 131.09 171.43 69.14 36.37 87.54 49.87 MIN: 54.08 MIN: 106.43 MIN: 41.31 MIN: 22 MIN: 130.56 MIN: 170.75 MIN: 68.48 MIN: 34.65 MIN: 86.64 MIN: 44.78 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Deconvolution Batch deconv_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_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: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 400 800 1200 1600 2000 SE +/- 0.06, N = 3 SE +/- 1.48, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.15, N = 3 SE +/- 0.03, N = 3 SE +/- 0.09, N = 3 SE +/- 4.23, N = 3 SE +/- 0.08, N = 3 SE +/- 1.04, N = 3 712.20 1433.47 637.37 320.06 1874.47 1875.23 1042.34 527.02 938.91 702.07 MIN: 710.93 MIN: 1421.77 MIN: 636.97 MIN: 319.23 MIN: 1873.87 MIN: 1873.9 MIN: 1041.43 MIN: 521.14 MIN: 937.57 MIN: 687.86 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Convolution Batch conv_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: 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: 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
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
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
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
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
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
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
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
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
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
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
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
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
Embree Binary: Pathtracer - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer - Model: Asian Dragon 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 13 26 39 52 65 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 SE +/- 0.16, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 35.88 19.61 32.25 57.49 15.31 15.28 19.35 34.69 28.20 30.11 MIN: 35.51 / MAX: 36.33 MIN: 19.5 / MAX: 19.79 MIN: 32 / MAX: 32.54 MIN: 55.98 / MAX: 58.87 MIN: 15.25 / MAX: 15.4 MIN: 15.18 / MAX: 15.39 MIN: 19.28 / MAX: 19.48 MIN: 34.44 / MAX: 35.19 MIN: 27.97 / MAX: 28.53 MIN: 29.8 / MAX: 30.54
Embree Binary: Pathtracer - Model: Asian Dragon Obj OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer - Model: Asian Dragon Obj 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 12 24 36 48 60 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.11, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 32.33 17.80 29.21 51.79 13.85 13.88 17.42 31.31 25.50 27.20 MIN: 31.97 / MAX: 32.83 MIN: 17.67 / MAX: 17.93 MIN: 28.89 / MAX: 29.61 MIN: 50.62 / MAX: 53.17 MIN: 13.79 / MAX: 13.97 MIN: 13.82 / MAX: 13.97 MIN: 17.34 / MAX: 17.59 MIN: 31.07 / MAX: 31.76 MIN: 25.3 / MAX: 25.83 MIN: 26.82 / MAX: 27.54
Embree Binary: Pathtracer ISPC - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer ISPC - Model: Asian Dragon 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 15 30 45 60 75 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.08, N = 3 43.10 23.60 38.31 68.42 19.43 15.59 22.46 40.43 28.97 35.15 MIN: 42.68 / MAX: 43.7 MIN: 23.45 / MAX: 23.8 MIN: 37.87 / MAX: 38.72 MIN: 66.22 / MAX: 70.39 MIN: 19.37 / MAX: 19.6 MIN: 15.54 / MAX: 15.7 MIN: 22.38 / MAX: 22.62 MIN: 40.04 / MAX: 41.18 MIN: 28.72 / MAX: 29.29 MIN: 33.95 / MAX: 35.72
Embree Binary: Pathtracer ISPC - Model: Asian Dragon Obj OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer ISPC - Model: Asian Dragon Obj 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 13 26 39 52 65 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 37.15 20.34 33.05 58.69 16.77 13.49 19.32 34.80 25.07 30.35 MIN: 36.74 / MAX: 37.69 MIN: 20.23 / MAX: 20.53 MIN: 32.72 / MAX: 33.4 MIN: 56.97 / MAX: 60.91 MIN: 16.69 / MAX: 16.88 MIN: 13.43 / MAX: 13.59 MIN: 19.25 / MAX: 19.46 MIN: 34.51 / MAX: 35.32 MIN: 24.86 / MAX: 25.34 MIN: 29.95 / MAX: 30.77
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
SVT-AV1 Encoder Mode: Enc Mode 8 - Input: 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8 Encoder Mode: Enc Mode 8 - Input: 1080p 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 13 26 39 52 65 SE +/- 0.18, N = 3 SE +/- 0.13, N = 3 SE +/- 0.07, N = 3 SE +/- 0.67, N = 3 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 SE +/- 0.09, N = 3 SE +/- 0.25, N = 3 SE +/- 0.11, N = 3 SE +/- 0.46, N = 3 49.21 33.09 51.92 56.98 27.19 26.46 34.64 51.71 40.55 53.82 1. (CXX) g++ options: -fPIE -fPIC -pie
SVT-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
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
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
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
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
Stockfish Total Time OpenBenchmarking.org Nodes Per Second, More Is Better Stockfish 9 Total Time 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 30M 60M 90M 120M 150M SE +/- 316618.77, N = 3 SE +/- 184471.68, N = 3 SE +/- 829358.84, N = 3 SE +/- 902995.35, N = 3 SE +/- 188043.56, N = 3 SE +/- 406404.40, N = 3 SE +/- 324752.06, N = 3 SE +/- 956232.23, N = 3 SE +/- 553774.93, N = 3 SE +/- 709349.35, N = 3 74235829 38167326 62891312 119715795 32424332 31174576 39776292 75203729 60569696 61170651 1. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto
asmFish 1024 Hash Memory, 26 Depth OpenBenchmarking.org Nodes/second, More Is Better asmFish 2018-07-23 1024 Hash Memory, 26 Depth 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 30M 60M 90M 120M 150M SE +/- 107032.55, N = 3 SE +/- 375245.33, N = 3 SE +/- 450047.19, N = 3 SE +/- 491864.96, N = 3 SE +/- 274137.19, N = 3 SE +/- 274506.10, N = 3 SE +/- 606619.65, N = 3 SE +/- 983078.22, N = 3 SE +/- 49212.27, N = 3 SE +/- 845752.34, N = 4 85501851 43217939 68762075 133839896 36561817 35085496 44614925 83894514 66895810 66225641
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
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 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
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
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
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
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
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
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
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
Radiance Benchmark Test: Serial OpenBenchmarking.org Seconds, Fewer Is Better Radiance Benchmark 5.0 Test: Serial 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 200 400 600 800 1000 746.92 749.92 728.36 728.25 747.84 909.32 746.69 745.69 907.76 665.70
Radiance Benchmark Test: SMP Parallel OpenBenchmarking.org Seconds, Fewer Is Better Radiance Benchmark 5.0 Test: SMP Parallel 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 70 140 210 280 350 230.56 242.52 235.00 226.08 241.90 299.74 242.00 233.04 281.25 219.84
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Phoronix Test Suite v10.8.4