Xeon Tests C++11. To disable this error please use a C++11 compliant compiler, enable C++11 (or later) compliance, or define LAMMPS_CXX98 in your makefile 2 x Xeon Gold 5220R: Processor: 2 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 Xeon Gold 5220R: Processor: Intel Xeon Gold 5220R @ 3.90GHz (18 Cores / 36 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768 Xeon Platinum 8280: Processor: Intel Xeon Platinum 8280 @ 4.00GHz (28 Cores / 56 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768 2 x Xeon Platinum 8280: Processor: 2 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768 Xeon Gold 5218: Processor: Intel Xeon Gold 5218 @ 3.90GHz (16 Cores / 32 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: 2 x VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 Xeon Silver 4216: Processor: Intel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: 3 x VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 Xeon Gold 6226R: Processor: Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: 4 x VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 2 x Xeon Gold 6226R: Processor: 2 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: 5 x VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 2 x Xeon Silver 4216: Processor: 2 x Intel Xeon Silver 4216 @ 3.20GHz (32 Cores / 64 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: 6 x VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 is planning to transition to: Processor: AMD EPYC 7702P 64-Core @ 2.00GHz (64 Cores / 128 Threads), Motherboard: Supermicro H11SSL-NC v2.0 (2.0a BIOS), Chipset: AMD Starship/Matisse, Memory: 8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 2000GB INTEL SSDPEDMX020T7, Graphics: ASPEED, Network: 2 x Intel I210 OS: CentOS Linux 7, Kernel: 3.10.0-1062.el7.x86_64 (x86_64), Compiler: GCC 4.8.5 20150623, File-System: xfs, Screen Resolution: 1024x768 High Performance Conjugate Gradient 3.1 GFLOP/s > Higher Is Better 2 x Xeon Gold 5220R .... 25.63 |========================================== Xeon Gold 5220R ........ 13.35 |====================== Xeon Platinum 8280 ..... 14.91 |======================== 2 x Xeon Platinum 8280 . 28.85 |=============================================== Xeon Gold 5218 ......... 13.01 |===================== Xeon Silver 4216 ....... 11.89 |=================== Xeon Gold 6226R ........ 13.96 |======================= 2 x Xeon Gold 6226R .... 26.59 |=========================================== 2 x Xeon Silver 4216 ... 23.16 |====================================== NAS Parallel Benchmarks 3.4 Test / Class: BT.C Total Mop/s > Higher Is Better 2 x Xeon Gold 5220R .... 100761.29 |================================ Xeon Gold 5220R ........ 50787.79 |================ Xeon Platinum 8280 ..... 71842.34 |======================= 2 x Xeon Platinum 8280 . 136046.53 |=========================================== Xeon Gold 5218 ......... 48617.05 |=============== Xeon Silver 4216 ....... 46389.79 |=============== Xeon Gold 6226R ........ 56576.12 |================== 2 x Xeon Gold 6226R .... 77470.67 |======================== 2 x Xeon Silver 4216 ... 65509.98 |===================== NAS Parallel Benchmarks 3.4 Test / Class: EP.C Total Mop/s > Higher Is Better 2 x Xeon Gold 5220R .... 3768.66 |============================ Xeon Gold 5220R ........ 1863.15 |============== Xeon Platinum 8280 ..... 3194.18 |======================== 2 x Xeon Platinum 8280 . 6104.94 |============================================= Xeon Gold 5218 ......... 1621.48 |============ Xeon Silver 4216 ....... 1545.50 |=========== Xeon Gold 6226R ........ 2044.24 |=============== 2 x Xeon Gold 6226R .... 4005.26 |============================== 2 x Xeon Silver 4216 ... 2984.02 |====================== NAS Parallel Benchmarks 3.4 Test / Class: EP.D Total Mop/s > Higher Is Better 2 x Xeon Gold 5220R .... 3780.59 |=========================== Xeon Gold 5220R ........ 1966.61 |============== Xeon Platinum 8280 ..... 3283.38 |======================== 2 x Xeon Platinum 8280 . 6284.65 |============================================= Xeon Gold 5218 ......... 1635.78 |============ Xeon Silver 4216 ....... 1571.49 |=========== Xeon Gold 6226R ........ 2094.53 |=============== 2 x Xeon Gold 6226R .... 3969.60 |============================ 2 x Xeon Silver 4216 ... 3144.70 |======================= NAS Parallel Benchmarks 3.4 Test / Class: LU.C Total Mop/s > Higher Is Better 2 x Xeon Gold 5220R .... 108883.40 |================================= Xeon Gold 5220R ........ 56744.87 |================= Xeon Platinum 8280 ..... 74255.67 |======================= 2 x Xeon Platinum 8280 . 140090.32 |=========================================== Xeon Gold 5218 ......... 48143.49 |=============== Xeon Silver 4216 ....... 46723.01 |============== Xeon Gold 6226R ........ 58594.50 |================== 2 x Xeon Gold 6226R .... 106268.33 |================================= 2 x Xeon Silver 4216 ... 85606.53 |========================== NAS Parallel Benchmarks 3.4 Test / Class: MG.C Total Mop/s > Higher Is Better 2 x Xeon Gold 5220R .... 58984.18 |====================================== Xeon Gold 5220R ........ 31197.22 |==================== Xeon Platinum 8280 ..... 37089.05 |======================== 2 x Xeon Platinum 8280 . 69175.12 |============================================ Xeon Gold 5218 ......... 30328.65 |=================== Xeon Silver 4216 ....... 28301.13 |================== Xeon Gold 6226R ........ 31633.60 |==================== 2 x Xeon Gold 6226R .... 58681.42 |===================================== 2 x Xeon Silver 4216 ... 52832.47 |================================== NAS Parallel Benchmarks 3.4 Test / Class: SP.B Total Mop/s > Higher Is Better 2 x Xeon Gold 5220R .... 50932.88 |================================ Xeon Gold 5220R ........ 23346.56 |============== Xeon Platinum 8280 ..... 32682.14 |==================== 2 x Xeon Platinum 8280 . 70893.41 |============================================ Xeon Gold 5218 ......... 22329.34 |============== Xeon Silver 4216 ....... 21149.68 |============= Xeon Gold 6226R ........ 23859.79 |=============== 2 x Xeon Gold 6226R .... 49232.24 |=============================== 2 x Xeon Silver 4216 ... 42220.94 |========================== CloverLeaf Lagrangian-Eulerian Hydrodynamics Seconds < Lower Is Better 2 x Xeon Gold 5220R .......... 1.06 |============================== Xeon Gold 5220R .............. 1.28 |==================================== Xeon Platinum 8280 ........... 0.96 |=========================== 2 x Xeon Platinum 8280 ....... 0.69 |=================== Xeon Gold 5218 ............... 1.37 |======================================= Xeon Silver 4216 ............. 1.49 |========================================== Xeon Gold 6226R .............. 1.27 |==================================== 2 x Xeon Gold 6226R .......... 0.93 |========================== 2 x Xeon Silver 4216 ......... 1.00 |============================ is planning to transition to . 0.39 |=========== NAMD 2.13 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better 2 x Xeon Gold 5220R .......... 0.60333 |================ Xeon Gold 5220R .............. 1.15745 |============================== Xeon Platinum 8280 ........... 0.70709 |================== 2 x Xeon Platinum 8280 ....... 0.36226 |========= Xeon Gold 5218 ............... 1.51168 |======================================= Xeon Silver 4216 ............. 1.51721 |======================================= Xeon Gold 6226R .............. 1.13586 |============================= 2 x Xeon Gold 6226R .......... 0.58237 |=============== 2 x Xeon Silver 4216 ......... 0.76982 |==================== is planning to transition to . 0.47744 |============ lzbench 1.8 Test: Zstd 1 - Process: Compression MB/s > Higher Is Better 2 x Xeon Gold 5220R .... 437 |=============================================== Xeon Gold 5220R ........ 444 |================================================ Xeon Platinum 8280 ..... 457 |================================================= 2 x Xeon Platinum 8280 . 449 |================================================ Xeon Gold 5218 ......... 446 |================================================ Xeon Silver 4216 ....... 365 |======================================= Xeon Gold 6226R ........ 445 |================================================ 2 x Xeon Gold 6226R .... 437 |=============================================== 2 x Xeon Silver 4216 ... 359 |====================================== lzbench 1.8 Test: Zstd 1 - Process: Decompression MB/s > Higher Is Better 2 x Xeon Gold 5220R .... 1147 |============================================= Xeon Gold 5220R ........ 1180 |=============================================== Xeon Platinum 8280 ..... 1212 |================================================ 2 x Xeon Platinum 8280 . 1168 |============================================== Xeon Gold 5218 ......... 1184 |=============================================== Xeon Silver 4216 ....... 973 |======================================= Xeon Gold 6226R ........ 1182 |=============================================== 2 x Xeon Gold 6226R .... 1141 |============================================= 2 x Xeon Silver 4216 ... 943 |===================================== lzbench 1.8 Test: Zstd 8 - Process: Compression MB/s > Higher Is Better 2 x Xeon Gold 5220R .... 74 |================================================ Xeon Gold 5220R ........ 76 |================================================= Xeon Platinum 8280 ..... 77 |================================================== 2 x Xeon Platinum 8280 . 75 |================================================= Xeon Gold 5218 ......... 74 |================================================ Xeon Silver 4216 ....... 64 |========================================== Xeon Gold 6226R ........ 74 |================================================ 2 x Xeon Gold 6226R .... 72 |=============================================== 2 x Xeon Silver 4216 ... 63 |========================================= lzbench 1.8 Test: Zstd 8 - Process: Decompression MB/s > Higher Is Better 2 x Xeon Gold 5220R .... 1101 |=========================================== Xeon Gold 5220R ........ 1194 |=============================================== Xeon Platinum 8280 ..... 1224 |================================================ 2 x Xeon Platinum 8280 . 1124 |============================================ Xeon Gold 5218 ......... 1195 |=============================================== Xeon Silver 4216 ....... 998 |======================================= Xeon Gold 6226R ........ 1193 |=============================================== 2 x Xeon Gold 6226R .... 1100 |=========================================== 2 x Xeon Silver 4216 ... 930 |==================================== lzbench 1.8 Test: Crush 0 - Process: Compression MB/s > Higher Is Better 2 x Xeon Gold 5220R .... 93 |============================================= Xeon Gold 5220R ........ 98 |================================================ Xeon Platinum 8280 ..... 101 |================================================= 2 x Xeon Platinum 8280 . 96 |=============================================== Xeon Gold 5218 ......... 96 |=============================================== Xeon Silver 4216 ....... 82 |======================================== Xeon Gold 6226R ........ 95 |============================================== 2 x Xeon Gold 6226R .... 91 |============================================ 2 x Xeon Silver 4216 ... 80 |======================================= lzbench 1.8 Test: Crush 0 - Process: Decompression MB/s > Higher Is Better 2 x Xeon Gold 5220R .... 419 |=============================================== Xeon Gold 5220R ........ 428 |================================================ Xeon Platinum 8280 ..... 440 |================================================= 2 x Xeon Platinum 8280 . 428 |================================================ Xeon Gold 5218 ......... 430 |================================================ Xeon Silver 4216 ....... 353 |======================================= Xeon Gold 6226R ........ 429 |================================================ 2 x Xeon Gold 6226R .... 418 |=============================================== 2 x Xeon Silver 4216 ... 344 |====================================== lzbench 1.8 Test: Brotli 2 - Process: Compression MB/s > Higher Is Better 2 x Xeon Gold 5220R .... 172 |=============================================== Xeon Gold 5220R ........ 176 |================================================ Xeon Platinum 8280 ..... 181 |================================================= 2 x Xeon Platinum 8280 . 176 |================================================ Xeon Gold 5218 ......... 176 |================================================ Xeon Silver 4216 ....... 146 |======================================== Xeon Gold 6226R ........ 176 |================================================ 2 x Xeon Gold 6226R .... 172 |=============================================== 2 x Xeon Silver 4216 ... 142 |====================================== lzbench 1.8 Test: Brotli 2 - Process: Decompression MB/s > Higher Is Better 2 x Xeon Gold 5220R .... 613 |============================================= Xeon Gold 5220R ........ 651 |=============================================== Xeon Platinum 8280 ..... 673 |================================================= 2 x Xeon Platinum 8280 . 623 |============================================= Xeon Gold 5218 ......... 655 |================================================ Xeon Silver 4216 ....... 542 |======================================= Xeon Gold 6226R ........ 653 |================================================ 2 x Xeon Gold 6226R .... 608 |============================================ 2 x Xeon Silver 4216 ... 509 |===================================== SMHasher 2020-02-29 Hash: wyhash cycles/hash < Lower Is Better 2 x Xeon Gold 5220R .... 18.81 |=================================== Xeon Gold 5220R ........ 18.82 |=================================== Xeon Platinum 8280 ..... 22.68 |========================================== 2 x Xeon Platinum 8280 . 22.68 |========================================== Xeon Gold 5218 ......... 19.81 |===================================== Xeon Silver 4216 ....... 22.13 |========================================= Xeon Gold 6226R ........ 25.13 |=============================================== 2 x Xeon Gold 6226R .... 25.13 |=============================================== 2 x Xeon Silver 4216 ... 22.13 |========================================= Timed MrBayes Analysis 3.2.7 Primate Phylogeny Analysis Seconds < Lower Is Better 2 x Xeon Gold 5220R .......... 134.93 |===================== Xeon Gold 5220R .............. 134.48 |===================== Xeon Platinum 8280 ........... 128.85 |==================== 2 x Xeon Platinum 8280 ....... 129.99 |==================== Xeon Gold 5218 ............... 147.73 |======================= Xeon Silver 4216 ............. 193.47 |============================== Xeon Gold 6226R .............. 123.70 |=================== 2 x Xeon Gold 6226R .......... 124.26 |=================== 2 x Xeon Silver 4216 ......... 194.50 |============================== is planning to transition to . 255.11 |======================================== LAMMPS Molecular Dynamics Simulator 9Jan2020 Model: Rhodopsin Protein ns/day > Higher Is Better 2 x Xeon Gold 5220R .... 17.378 |================================ Xeon Gold 5220R ........ 9.535 |================== Xeon Platinum 8280 ..... 15.314 |============================ 2 x Xeon Platinum 8280 . 24.788 |============================================== Xeon Gold 5218 ......... 8.158 |=============== Xeon Silver 4216 ....... 7.810 |============== Xeon Gold 6226R ........ 10.325 |=================== 2 x Xeon Gold 6226R .... 18.150 |================================== 2 x Xeon Silver 4216 ... 14.161 |========================== DaCapo Benchmark 9.12-MR1 Java Test: Jython msec < Lower Is Better 2 x Xeon Gold 5220R .... 4877 |======================================== Xeon Gold 5220R ........ 4834 |======================================== Xeon Platinum 8280 ..... 4547 |====================================== 2 x Xeon Platinum 8280 . 4711 |======================================= Xeon Gold 5218 ......... 5096 |========================================== Xeon Silver 4216 ....... 5768 |================================================ Xeon Gold 6226R ........ 4609 |====================================== 2 x Xeon Gold 6226R .... 4806 |======================================== 2 x Xeon Silver 4216 ... 5802 |================================================ Renaissance 0.10.0 Test: Scala Dotty ms < Lower Is Better 2 x Xeon Gold 5220R .......... 7414.62 |================================= Xeon Gold 5220R .............. 7556.33 |================================== Xeon Platinum 8280 ........... 6664.25 |============================== 2 x Xeon Platinum 8280 ....... 6890.61 |=============================== Xeon Gold 5218 ............... 8286.12 |===================================== Xeon Silver 4216 ............. 8634.69 |======================================= Xeon Gold 6226R .............. 6999.50 |================================ 2 x Xeon Gold 6226R .......... 7231.01 |================================= 2 x Xeon Silver 4216 ......... 8583.01 |======================================= is planning to transition to . 6680.03 |============================== Renaissance 0.10.0 Test: Apache Spark Bayes ms < Lower Is Better 2 x Xeon Gold 5220R .......... 3662.77 |======================== Xeon Gold 5220R .............. 3150.10 |===================== Xeon Platinum 8280 ........... 2674.18 |================== 2 x Xeon Platinum 8280 ....... 3228.63 |====================== Xeon Gold 5218 ............... 3477.33 |======================= Xeon Silver 4216 ............. 3588.69 |======================== Xeon Gold 6226R .............. 2856.85 |=================== 2 x Xeon Gold 6226R .......... 3405.41 |======================= 2 x Xeon Silver 4216 ......... 4199.41 |============================ is planning to transition to . 5830.70 |======================================= Renaissance 0.10.0 Test: Savina Reactors.IO ms < Lower Is Better 2 x Xeon Gold 5220R .......... 26257.01 |=================================== Xeon Gold 5220R .............. 22776.30 |============================== Xeon Platinum 8280 ........... 21975.12 |============================= 2 x Xeon Platinum 8280 ....... 26764.94 |==================================== Xeon Gold 5218 ............... 27198.08 |==================================== Xeon Silver 4216 ............. 22798.38 |============================== Xeon Gold 6226R .............. 27198.86 |==================================== 2 x Xeon Gold 6226R .......... 27973.00 |===================================== 2 x Xeon Silver 4216 ......... 28596.11 |====================================== is planning to transition to . 15758.40 |===================== Renaissance 0.10.0 Test: Apache Spark PageRank ms < Lower Is Better 2 x Xeon Gold 5220R .......... 24540.72 |================================= Xeon Gold 5220R .............. 21704.49 |============================= Xeon Platinum 8280 ........... 20621.23 |============================ 2 x Xeon Platinum 8280 ....... 23588.40 |================================ Xeon Gold 5218 ............... 23703.03 |================================ Xeon Silver 4216 ............. 25271.43 |================================== Xeon Gold 6226R .............. 21743.02 |============================= 2 x Xeon Gold 6226R .......... 24522.22 |================================= 2 x Xeon Silver 4216 ......... 28045.92 |====================================== is planning to transition to . 24520.53 |================================= Nettle 3.5.1 Test: aes256 Mbyte/s > Higher Is Better 2 x Xeon Gold 5220R .......... 6159.21 |====================================== Xeon Gold 5220R .............. 6133.91 |====================================== Xeon Platinum 8280 ........... 6313.16 |======================================= 2 x Xeon Platinum 8280 ....... 6320.00 |======================================= Xeon Gold 5218 ............... 6164.79 |====================================== Xeon Silver 4216 ............. 5024.39 |=============================== Xeon Gold 6226R .............. 6161.42 |====================================== 2 x Xeon Gold 6226R .......... 6157.49 |====================================== 2 x Xeon Silver 4216 ......... 5061.60 |=============================== is planning to transition to . 4741.92 |============================= Nettle 3.5.1 Test: chacha Mbyte/s > Higher Is Better 2 x Xeon Gold 5220R .......... 1024.98 |====================================== Xeon Gold 5220R .............. 1020.09 |====================================== Xeon Platinum 8280 ........... 1051.11 |======================================= 2 x Xeon Platinum 8280 ....... 1051.94 |======================================= Xeon Gold 5218 ............... 1024.49 |====================================== Xeon Silver 4216 ............. 837.61 |=============================== Xeon Gold 6226R .............. 1024.99 |====================================== 2 x Xeon Gold 6226R .......... 1025.38 |====================================== 2 x Xeon Silver 4216 ......... 841.65 |=============================== is planning to transition to . 763.05 |============================ Nettle 3.5.1 Test: sha512 Mbyte/s > Higher Is Better 2 x Xeon Gold 5220R .......... 489.15 |======================================= Xeon Gold 5220R .............. 485.86 |======================================= Xeon Platinum 8280 ........... 501.98 |======================================== 2 x Xeon Platinum 8280 ....... 500.98 |======================================== Xeon Gold 5218 ............... 489.51 |======================================= Xeon Silver 4216 ............. 399.99 |================================ Xeon Gold 6226R .............. 488.81 |======================================= 2 x Xeon Gold 6226R .......... 489.42 |======================================= 2 x Xeon Silver 4216 ......... 401.13 |================================ is planning to transition to . 484.46 |======================================= Nettle 3.5.1 Test: poly1305-aes Mbyte/s > Higher Is Better 2 x Xeon Gold 5220R .......... 2797.22 |====================================== Xeon Gold 5220R .............. 2779.78 |====================================== Xeon Platinum 8280 ........... 2867.48 |======================================= 2 x Xeon Platinum 8280 ....... 2868.69 |======================================= Xeon Gold 5218 ............... 2798.56 |====================================== Xeon Silver 4216 ............. 2291.69 |=============================== Xeon Gold 6226R .............. 2795.49 |====================================== 2 x Xeon Gold 6226R .......... 2797.43 |====================================== 2 x Xeon Silver 4216 ......... 2294.74 |=============================== is planning to transition to . 2084.85 |============================ ArrayFire 3.7 Test: BLAS CPU GFLOPS > Higher Is Better 2 x Xeon Gold 5220R .... 2359.13 |=========================== Xeon Gold 5220R ........ 1201.54 |============== Xeon Platinum 8280 ..... 3432.16 |======================================= 2 x Xeon Platinum 8280 . 3430.28 |======================================= Xeon Gold 5218 ......... 1002.09 |============ Xeon Silver 4216 ....... 765.49 |========= Xeon Gold 6226R ........ 2137.03 |========================= 2 x Xeon Gold 6226R .... 3912.30 |============================================= 2 x Xeon Silver 4216 ... 1497.75 |================= ArrayFire 3.7 Test: Conjugate Gradient CPU ms < Lower Is Better 2 x Xeon Gold 5220R .... 9.898 |=========================== Xeon Gold 5220R ........ 6.409 |================= Xeon Platinum 8280 ..... 4.115 |=========== 2 x Xeon Platinum 8280 . 7.481 |==================== Xeon Gold 5218 ......... 7.042 |=================== Xeon Silver 4216 ....... 7.819 |===================== Xeon Gold 6226R ........ 6.451 |================== 2 x Xeon Gold 6226R .... 7.155 |=================== 2 x Xeon Silver 4216 ... 16.920 |============================================== John The Ripper 1.9.0-jumbo-1 Test: Blowfish Real C/S > Higher Is Better 2 x Xeon Gold 5220R .......... 51324 |========================= Xeon Gold 5220R .............. 25547 |============ Xeon Platinum 8280 ........... 42864 |===================== 2 x Xeon Platinum 8280 ....... 84084 |========================================= Xeon Gold 5218 ............... 21403 |========== Xeon Silver 4216 ............. 20424 |========== Xeon Gold 6226R .............. 27126 |============= 2 x Xeon Gold 6226R .......... 53485 |========================== 2 x Xeon Silver 4216 ......... 41021 |==================== is planning to transition to . 82137 |======================================== John The Ripper 1.9.0-jumbo-1 Test: MD5 Real C/S > Higher Is Better 2 x Xeon Gold 5220R .......... 4821000 |======================== Xeon Gold 5220R .............. 2506000 |============ Xeon Platinum 8280 ........... 4090000 |==================== 2 x Xeon Platinum 8280 ....... 7880000 |======================================= Xeon Gold 5218 ............... 1912667 |========= Xeon Silver 4216 ............. 1893333 |========= Xeon Gold 6226R .............. 2583000 |============= 2 x Xeon Gold 6226R .......... 4977667 |========================= 2 x Xeon Silver 4216 ......... 3764000 |=================== is planning to transition to . 4476667 |====================== MKL-DNN DNNL 1.1 Harness: IP Batch 1D - Data Type: f32 ms < Lower Is Better 2 x Xeon Gold 5220R .... 2.23009 |=================== Xeon Gold 5220R ........ 4.49985 |======================================= Xeon Platinum 8280 ..... 2.39451 |===================== 2 x Xeon Platinum 8280 . 1.63986 |============== Xeon Gold 5218 ......... 4.75696 |========================================= Xeon Silver 4216 ....... 5.16658 |============================================= Xeon Gold 6226R ........ 4.41366 |====================================== 2 x Xeon Gold 6226R .... 2.18975 |=================== 2 x Xeon Silver 4216 ... 2.66699 |======================= MKL-DNN DNNL 1.1 Harness: IP Batch All - Data Type: f32 ms < Lower Is Better 2 x Xeon Gold 5220R .... 10.63480 |========================================= Xeon Gold 5220R ........ 8.90795 |================================== Xeon Platinum 8280 ..... 6.79509 |========================== 2 x Xeon Platinum 8280 . 9.52466 |===================================== Xeon Gold 5218 ......... 9.30959 |==================================== Xeon Silver 4216 ....... 10.19300 |======================================= Xeon Gold 6226R ........ 8.84233 |================================== 2 x Xeon Gold 6226R .... 10.52390 |========================================= 2 x Xeon Silver 4216 ... 11.42150 |============================================ MKL-DNN DNNL 1.1 Harness: IP Batch All - Data Type: u8s8f32 ms < Lower Is Better 2 x Xeon Gold 5220R .... 4.08605 |================================= Xeon Gold 5220R ........ 4.61054 |===================================== Xeon Platinum 8280 ..... 3.23121 |========================== 2 x Xeon Platinum 8280 . 3.11002 |========================= Xeon Gold 5218 ......... 4.83875 |======================================= Xeon Silver 4216 ....... 5.59275 |============================================= Xeon Gold 6226R ........ 4.53821 |===================================== 2 x Xeon Gold 6226R .... 4.11779 |================================= 2 x Xeon Silver 4216 ... 4.82603 |======================================= MKL-DNN DNNL 1.1 Harness: IP Batch 1D - Data Type: bf16bf16bf16 ms < Lower Is Better 2 x Xeon Gold 5220R .... 5.72791 |======================= Xeon Gold 5220R ........ 8.68590 |=================================== Xeon Platinum 8280 ..... 4.83170 |==================== 2 x Xeon Platinum 8280 . 3.65964 |=============== Xeon Gold 5218 ......... 8.82710 |==================================== Xeon Silver 4216 ....... 10.90140 |============================================ Xeon Gold 6226R ........ 5.71439 |======================= 2 x Xeon Gold 6226R .... 3.21281 |============= 2 x Xeon Silver 4216 ... 5.56500 |====================== MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_all - Data Type: f32 ms < Lower Is Better 2 x Xeon Gold 5220R .... 999.54 |============== Xeon Gold 5220R ........ 1948.77 |============================ Xeon Platinum 8280 ..... 765.75 |=========== 2 x Xeon Platinum 8280 . 496.82 |======= Xeon Gold 5218 ......... 2363.00 |================================== Xeon Silver 4216 ....... 3129.93 |============================================= Xeon Gold 6226R ........ 1227.07 |================== 2 x Xeon Gold 6226R .... 694.32 |========== 2 x Xeon Silver 4216 ... 1578.24 |======================= MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_3d - Data Type: u8s8f32 ms < Lower Is Better 2 x Xeon Gold 5220R .... 4896.41 |================== Xeon Gold 5220R ........ 9696.92 |=================================== Xeon Platinum 8280 ..... 5919.94 |===================== 2 x Xeon Platinum 8280 . 3005.48 |=========== Xeon Gold 5218 ......... 11821.30 |========================================== Xeon Silver 4216 ....... 12300.30 |============================================ Xeon Gold 6226R ........ 9374.60 |================================== 2 x Xeon Gold 6226R .... 4821.24 |================= 2 x Xeon Silver 4216 ... 6329.94 |======================= MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_1d - Data Type: f32 ms < Lower Is Better 2 x Xeon Gold 5220R .... 2.12680 |================== Xeon Gold 5220R ........ 3.36432 |============================= Xeon Platinum 8280 ..... 1.46232 |============ 2 x Xeon Platinum 8280 . 1.24029 |=========== Xeon Gold 5218 ......... 3.99488 |================================== Xeon Silver 4216 ....... 5.31087 |============================================= Xeon Gold 6226R ........ 2.23126 |=================== 2 x Xeon Gold 6226R .... 1.49724 |============= 2 x Xeon Silver 4216 ... 3.06590 |========================== MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_3d - Data Type: f32 ms < Lower Is Better 2 x Xeon Gold 5220R .... 2.69700 |================ Xeon Gold 5220R ........ 4.88966 |============================= Xeon Platinum 8280 ..... 1.96279 |============ 2 x Xeon Platinum 8280 . 1.13608 |======= Xeon Gold 5218 ......... 5.80420 |================================== Xeon Silver 4216 ....... 7.63646 |============================================= Xeon Gold 6226R ........ 3.13006 |================== 2 x Xeon Gold 6226R .... 1.70749 |========== 2 x Xeon Silver 4216 ... 3.85512 |======================= MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_alexnet - Data Type: f32 ms < Lower Is Better 2 x Xeon Gold 5220R .... 122.76 |============== Xeon Gold 5220R ........ 244.75 |============================ Xeon Platinum 8280 ..... 94.19 |=========== 2 x Xeon Platinum 8280 . 49.84 |====== Xeon Gold 5218 ......... 298.30 |=================================== Xeon Silver 4216 ....... 395.44 |============================================== Xeon Gold 6226R ........ 155.37 |================== 2 x Xeon Gold 6226R .... 81.14 |========= 2 x Xeon Silver 4216 ... 197.91 |======================= MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_all - Data Type: u8s8f32 ms < Lower Is Better 2 x Xeon Gold 5220R .... 2479.28 |================== Xeon Gold 5220R ........ 4826.71 |=================================== Xeon Platinum 8280 ..... 2846.12 |===================== 2 x Xeon Platinum 8280 . 1517.44 |=========== Xeon Gold 5218 ......... 5840.26 |========================================== Xeon Silver 4216 ....... 6241.16 |============================================= Xeon Gold 6226R ........ 4478.93 |================================ 2 x Xeon Gold 6226R .... 2377.91 |================= 2 x Xeon Silver 4216 ... 3215.17 |======================= MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_all - Data Type: f32 ms < Lower Is Better 2 x Xeon Gold 5220R .... 1278.25 |========================== Xeon Gold 5220R ........ 1920.74 |======================================= Xeon Platinum 8280 ..... 1113.54 |======================= 2 x Xeon Platinum 8280 . 881.78 |================== Xeon Gold 5218 ......... 1699.69 |=================================== Xeon Silver 4216 ....... 2201.04 |============================================= Xeon Gold 6226R ........ 983.91 |==================== 2 x Xeon Gold 6226R .... 711.39 |=============== 2 x Xeon Silver 4216 ... 1364.26 |============================ MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 ms < Lower Is Better 2 x Xeon Gold 5220R .... 0.560890 |=================== Xeon Gold 5220R ........ 0.843709 |============================= Xeon Platinum 8280 ..... 0.371036 |============= 2 x Xeon Platinum 8280 . 0.394455 |============== Xeon Gold 5218 ......... 0.976730 |================================== Xeon Silver 4216 ....... 1.273750 |============================================ Xeon Gold 6226R ........ 0.528632 |================== 2 x Xeon Gold 6226R .... 0.369060 |============= 2 x Xeon Silver 4216 ... 0.770300 |=========================== MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 ms < Lower Is Better 2 x Xeon Gold 5220R .... 3112.36 |=================== Xeon Gold 5220R ........ 6072.57 |===================================== Xeon Platinum 8280 ..... 3716.98 |====================== 2 x Xeon Platinum 8280 . 1893.72 |=========== Xeon Gold 5218 ......... 7189.03 |=========================================== Xeon Silver 4216 ....... 7457.86 |============================================= Xeon Gold 6226R ........ 5864.26 |=================================== 2 x Xeon Gold 6226R .... 2987.08 |================== 2 x Xeon Silver 4216 ... 3849.13 |======================= MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16 ms < Lower Is Better 2 x Xeon Gold 5220R .... 15.21770 |================= Xeon Gold 5220R ........ 29.91730 |================================= Xeon Platinum 8280 ..... 14.07800 |=============== 2 x Xeon Platinum 8280 . 7.92912 |========= Xeon Gold 5218 ......... 39.99850 |============================================ Xeon Silver 4216 ....... 40.01920 |============================================ Xeon Gold 6226R ........ 22.42430 |========================= 2 x Xeon Gold 6226R .... 11.60760 |============= 2 x Xeon Silver 4216 ... 20.51630 |======================= MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_alexnet - Data Type: u8s8f32 ms < Lower Is Better 2 x Xeon Gold 5220R .... 35.98 |================ Xeon Gold 5220R ........ 66.74 |============================= Xeon Platinum 8280 ..... 26.84 |============ 2 x Xeon Platinum 8280 . 19.81 |========= Xeon Gold 5218 ......... 81.07 |=================================== Xeon Silver 4216 ....... 105.83 |============================================== Xeon Gold 6226R ........ 42.22 |================== 2 x Xeon Gold 6226R .... 26.54 |============ 2 x Xeon Silver 4216 ... 55.34 |======================== MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16 ms < Lower Is Better 2 x Xeon Gold 5220R .... 3917.52 |================= Xeon Gold 5220R ........ 7839.95 |================================== Xeon Platinum 8280 ..... 3497.47 |=============== 2 x Xeon Platinum 8280 . 1766.35 |======== Xeon Gold 5218 ......... 10255.20 |============================================ Xeon Silver 4216 ....... 10258.00 |============================================ Xeon Gold 6226R ........ 5709.17 |======================== 2 x Xeon Gold 6226R .... 2871.11 |============ 2 x Xeon Silver 4216 ... 5156.69 |====================== MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 ms < Lower Is Better 2 x Xeon Gold 5220R .... 54.82 |=============== Xeon Gold 5220R ........ 108.16 |============================= Xeon Platinum 8280 ..... 42.08 |=========== 2 x Xeon Platinum 8280 . 23.18 |====== Xeon Gold 5218 ......... 131.09 |=================================== Xeon Silver 4216 ....... 171.43 |============================================== Xeon Gold 6226R ........ 69.14 |=================== 2 x Xeon Gold 6226R .... 36.37 |========== 2 x Xeon Silver 4216 ... 87.54 |======================= MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 ms < Lower Is Better 2 x Xeon Gold 5220R .... 7.22975 |=================== Xeon Gold 5220R ........ 13.14280 |=================================== Xeon Platinum 8280 ..... 6.55374 |================= 2 x Xeon Platinum 8280 . 4.06847 |=========== Xeon Gold 5218 ......... 16.54840 |============================================ Xeon Silver 4216 ....... 16.55160 |============================================ Xeon Gold 6226R ........ 9.90362 |========================== 2 x Xeon Gold 6226R .... 5.38402 |============== 2 x Xeon Silver 4216 ... 8.86913 |======================== MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 ms < Lower Is Better 2 x Xeon Gold 5220R .... 9.42591 |=================== Xeon Gold 5220R ........ 16.82530 |================================== Xeon Platinum 8280 ..... 7.69605 |================ 2 x Xeon Platinum 8280 . 4.35817 |========= Xeon Gold 5218 ......... 21.42900 |============================================ Xeon Silver 4216 ....... 21.47550 |============================================ Xeon Gold 6226R ........ 12.32710 |========================= 2 x Xeon Gold 6226R .... 6.29647 |============= 2 x Xeon Silver 4216 ... 10.93790 |====================== MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16 ms < Lower Is Better 2 x Xeon Gold 5220R .... 712.20 |================= Xeon Gold 5220R ........ 1433.47 |================================== Xeon Platinum 8280 ..... 637.37 |=============== 2 x Xeon Platinum 8280 . 320.06 |======== Xeon Gold 5218 ......... 1874.47 |============================================= Xeon Silver 4216 ....... 1875.23 |============================================= Xeon Gold 6226R ........ 1042.34 |========================= 2 x Xeon Gold 6226R .... 527.02 |============= 2 x Xeon Silver 4216 ... 938.91 |======================= MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32 ms < Lower Is Better 2 x Xeon Gold 5220R .... 15.75420 |=============== Xeon Gold 5220R ........ 28.45320 |============================ Xeon Platinum 8280 ..... 11.29000 |=========== 2 x Xeon Platinum 8280 . 7.46050 |======= Xeon Gold 5218 ......... 34.60310 |================================== Xeon Silver 4216 ....... 45.05020 |============================================ Xeon Gold 6226R ........ 17.97350 |================== 2 x Xeon Gold 6226R .... 11.32820 |=========== 2 x Xeon Silver 4216 ... 23.70280 |======================= MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16 ms < Lower Is Better 2 x Xeon Gold 5220R .... 3152.41 |===================== Xeon Gold 5220R ........ 5695.58 |====================================== Xeon Platinum 8280 ..... 2935.99 |==================== 2 x Xeon Platinum 8280 . 1779.15 |============ Xeon Gold 5218 ......... 6721.02 |============================================= Xeon Silver 4216 ....... 6721.54 |============================================= Xeon Gold 6226R ........ 3966.73 |=========================== 2 x Xeon Gold 6226R .... 2169.93 |=============== 2 x Xeon Silver 4216 ... 3600.95 |======================== MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf16 ms < Lower Is Better 2 x Xeon Gold 5220R .... 187.17 |================== Xeon Gold 5220R ........ 369.29 |=================================== Xeon Platinum 8280 ..... 166.98 |================ 2 x Xeon Platinum 8280 . 86.54 |======== Xeon Gold 5218 ......... 484.59 |============================================== Xeon Silver 4216 ....... 484.90 |============================================== Xeon Gold 6226R ........ 269.99 |========================== 2 x Xeon Gold 6226R .... 137.73 |============= 2 x Xeon Silver 4216 ... 246.45 |======================= dav1d 0.6.0 Video Input: Summer Nature 4K FPS > Higher Is Better 2 x Xeon Gold 5220R .... 177.89 |===================================== Xeon Gold 5220R ........ 160.59 |================================= Xeon Platinum 8280 ..... 199.08 |========================================= 2 x Xeon Platinum 8280 . 221.31 |============================================== Xeon Gold 5218 ......... 136.86 |============================ Xeon Silver 4216 ....... 132.46 |============================ Xeon Gold 6226R ........ 170.07 |=================================== 2 x Xeon Gold 6226R .... 203.10 |========================================== 2 x Xeon Silver 4216 ... 159.60 |================================= dav1d 0.6.0 Video Input: Summer Nature 1080p FPS > Higher Is Better 2 x Xeon Gold 5220R .... 321.84 |==================================== Xeon Gold 5220R ........ 274.98 |=============================== Xeon Platinum 8280 ..... 323.20 |==================================== 2 x Xeon Platinum 8280 . 409.88 |============================================== Xeon Gold 5218 ......... 265.46 |============================== Xeon Silver 4216 ....... 232.35 |========================== Xeon Gold 6226R ........ 307.75 |=================================== 2 x Xeon Gold 6226R .... 358.62 |======================================== 2 x Xeon Silver 4216 ... 272.55 |=============================== dav1d 0.6.0 Video Input: Chimera 1080p 10-bit FPS > Higher Is Better 2 x Xeon Gold 5220R .... 70.81 |======================================= Xeon Gold 5220R ........ 58.05 |================================ Xeon Platinum 8280 ..... 65.40 |==================================== 2 x Xeon Platinum 8280 . 85.14 |=============================================== Xeon Gold 5218 ......... 55.88 |=============================== Xeon Silver 4216 ....... 50.10 |============================ Xeon Gold 6226R ........ 62.32 |================================== 2 x Xeon Gold 6226R .... 73.95 |========================================= 2 x Xeon Silver 4216 ... 59.51 |================================= OSPray 1.8.5 Demo: San Miguel - Renderer: SciVis FPS > Higher Is Better 2 x Xeon Gold 5220R .......... 43.48 |========================== Xeon Gold 5220R .............. 23.26 |============== Xeon Platinum 8280 ........... 38.46 |======================= 2 x Xeon Platinum 8280 ....... 69.52 |========================================= Xeon Gold 5218 ............... 18.87 |=========== Xeon Silver 4216 ............. 14.71 |========= Xeon Gold 6226R .............. 22.69 |============= 2 x Xeon Gold 6226R .......... 42.27 |========================= 2 x Xeon Silver 4216 ......... 27.84 |================ is planning to transition to . 55.56 |================================= OSPray 1.8.5 Demo: XFrog Forest - Renderer: SciVis FPS > Higher Is Better 2 x Xeon Gold 5220R .......... 7.19 |======================== Xeon Gold 5220R .............. 3.70 |============= Xeon Platinum 8280 ........... 6.25 |===================== 2 x Xeon Platinum 8280 ....... 12.05 |========================================= Xeon Gold 5218 ............... 3.01 |========== Xeon Silver 4216 ............. 2.34 |======== Xeon Gold 6226R .............. 3.68 |============= 2 x Xeon Gold 6226R .......... 7.09 |======================== 2 x Xeon Silver 4216 ......... 4.57 |================ is planning to transition to . 10.53 |==================================== OSPray 1.8.5 Demo: San Miguel - Renderer: Path Tracer FPS > Higher Is Better 2 x Xeon Gold 5220R .......... 3.95 |========================= Xeon Gold 5220R .............. 2.14 |============== Xeon Platinum 8280 ........... 3.52 |======================= 2 x Xeon Platinum 8280 ....... 6.53 |========================================== Xeon Gold 5218 ............... 1.75 |=========== Xeon Silver 4216 ............. 1.40 |========= Xeon Gold 6226R .............. 2.02 |============= 2 x Xeon Gold 6226R .......... 3.71 |======================== 2 x Xeon Silver 4216 ......... 2.63 |================= is planning to transition to . 4.81 |=============================== OSPray 1.8.5 Demo: NASA Streamlines - Renderer: SciVis FPS > Higher Is Better 2 x Xeon Gold 5220R .......... 55.56 |========================= Xeon Gold 5220R .............. 28.57 |============= Xeon Platinum 8280 ........... 50.00 |======================= 2 x Xeon Platinum 8280 ....... 90.91 |========================================= Xeon Gold 5218 ............... 23.26 |========== Xeon Silver 4216 ............. 18.18 |======== Xeon Gold 6226R .............. 29.41 |============= 2 x Xeon Gold 6226R .......... 55.56 |========================= 2 x Xeon Silver 4216 ......... 34.48 |================ is planning to transition to . 76.92 |=================================== OSPray 1.8.5 Demo: XFrog Forest - Renderer: Path Tracer FPS > Higher Is Better 2 x Xeon Gold 5220R .......... 3.98 |========================= Xeon Gold 5220R .............. 2.06 |============= Xeon Platinum 8280 ........... 3.46 |====================== 2 x Xeon Platinum 8280 ....... 6.67 |========================================== Xeon Gold 5218 ............... 1.68 |=========== Xeon Silver 4216 ............. 1.31 |======== Xeon Gold 6226R .............. 2.02 |============= 2 x Xeon Gold 6226R .......... 3.88 |======================== 2 x Xeon Silver 4216 ......... 2.55 |================ is planning to transition to . 5.67 |==================================== OSPray 1.8.5 Demo: Magnetic Reconnection - Renderer: SciVis FPS > Higher Is Better 2 x Xeon Gold 5220R .......... 47.62 |=========================== Xeon Gold 5220R .............. 27.03 |================ Xeon Platinum 8280 ........... 42.87 |========================= 2 x Xeon Platinum 8280 ....... 71.43 |========================================= Xeon Gold 5218 ............... 22.22 |============= Xeon Silver 4216 ............. 17.94 |========== Xeon Gold 6226R .............. 25.48 |=============== 2 x Xeon Gold 6226R .......... 45.45 |========================== 2 x Xeon Silver 4216 ......... 32.53 |=================== is planning to transition to . 40.00 |======================= OSPray 1.8.5 Demo: NASA Streamlines - Renderer: Path Tracer FPS > Higher Is Better 2 x Xeon Gold 5220R .......... 10.42 |======================= Xeon Gold 5220R .............. 5.38 |============ Xeon Platinum 8280 ........... 9.49 |===================== 2 x Xeon Platinum 8280 ....... 18.18 |========================================= Xeon Gold 5218 ............... 4.37 |========== Xeon Silver 4216 ............. 3.41 |======== Xeon Gold 6226R .............. 5.52 |============ 2 x Xeon Gold 6226R .......... 10.56 |======================== 2 x Xeon Silver 4216 ......... 6.62 |=============== is planning to transition to . 16.13 |==================================== Embree 3.6.1 Binary: Pathtracer - Model: Crown Frames Per Second > Higher Is Better 2 x Xeon Gold 5220R .......... 29.52 |========================= Xeon Gold 5220R .............. 16.05 |============== Xeon Platinum 8280 ........... 26.28 |======================= 2 x Xeon Platinum 8280 ....... 45.61 |======================================= Xeon Gold 5218 ............... 12.39 |=========== Xeon Silver 4216 ............. 12.43 |=========== Xeon Gold 6226R .............. 15.99 |============== 2 x Xeon Gold 6226R .......... 28.96 |========================= 2 x Xeon Silver 4216 ......... 23.27 |==================== is planning to transition to . 47.66 |========================================= Embree 3.6.1 Binary: Pathtracer ISPC - Model: Crown Frames Per Second > Higher Is Better 2 x Xeon Gold 5220R .......... 33.45 |========================== Xeon Gold 5220R .............. 17.66 |============== Xeon Platinum 8280 ........... 28.77 |====================== 2 x Xeon Platinum 8280 ....... 53.23 |========================================= Xeon Gold 5218 ............... 14.42 |=========== Xeon Silver 4216 ............. 11.38 |========= Xeon Gold 6226R .............. 16.81 |============= 2 x Xeon Gold 6226R .......... 31.73 |======================== 2 x Xeon Silver 4216 ......... 21.75 |================= is planning to transition to . 45.24 |=================================== Embree 3.6.1 Binary: Pathtracer - Model: Asian Dragon Frames Per Second > Higher Is Better 2 x Xeon Gold 5220R .......... 35.88 |========================== Xeon Gold 5220R .............. 19.61 |============== Xeon Platinum 8280 ........... 32.25 |======================= 2 x Xeon Platinum 8280 ....... 57.49 |========================================= Xeon Gold 5218 ............... 15.31 |=========== Xeon Silver 4216 ............. 15.28 |=========== Xeon Gold 6226R .............. 19.35 |============== 2 x Xeon Gold 6226R .......... 34.69 |========================= 2 x Xeon Silver 4216 ......... 28.20 |==================== is planning to transition to . 53.59 |====================================== Embree 3.6.1 Binary: Pathtracer - Model: Asian Dragon Obj Frames Per Second > Higher Is Better 2 x Xeon Gold 5220R .......... 32.33 |========================== Xeon Gold 5220R .............. 17.80 |============== Xeon Platinum 8280 ........... 29.21 |======================= 2 x Xeon Platinum 8280 ....... 51.79 |========================================= Xeon Gold 5218 ............... 13.85 |=========== Xeon Silver 4216 ............. 13.88 |=========== Xeon Gold 6226R .............. 17.42 |============== 2 x Xeon Gold 6226R .......... 31.31 |========================= 2 x Xeon Silver 4216 ......... 25.50 |==================== is planning to transition to . 47.00 |===================================== Embree 3.6.1 Binary: Pathtracer ISPC - Model: Asian Dragon Frames Per Second > Higher Is Better 2 x Xeon Gold 5220R .......... 43.10 |========================== Xeon Gold 5220R .............. 23.60 |============== Xeon Platinum 8280 ........... 38.31 |======================= 2 x Xeon Platinum 8280 ....... 68.42 |========================================= Xeon Gold 5218 ............... 19.43 |============ Xeon Silver 4216 ............. 15.59 |========= Xeon Gold 6226R .............. 22.46 |============= 2 x Xeon Gold 6226R .......... 40.43 |======================== 2 x Xeon Silver 4216 ......... 28.97 |================= is planning to transition to . 52.75 |================================ Embree 3.6.1 Binary: Pathtracer ISPC - Model: Asian Dragon Obj Frames Per Second > Higher Is Better 2 x Xeon Gold 5220R .......... 37.15 |========================== Xeon Gold 5220R .............. 20.34 |============== Xeon Platinum 8280 ........... 33.05 |======================= 2 x Xeon Platinum 8280 ....... 58.69 |========================================= Xeon Gold 5218 ............... 16.77 |============ Xeon Silver 4216 ............. 13.49 |========= Xeon Gold 6226R .............. 19.32 |============= 2 x Xeon Gold 6226R .......... 34.80 |======================== 2 x Xeon Silver 4216 ......... 25.07 |================== is planning to transition to . 44.64 |=============================== SVT-AV1 0.8 Encoder Mode: Enc Mode 4 - Input: 1080p Frames Per Second > Higher Is Better 2 x Xeon Gold 5220R .... 5.302 |=================================== Xeon Gold 5220R ........ 4.285 |============================= Xeon Platinum 8280 ..... 6.030 |======================================== 2 x Xeon Platinum 8280 . 7.033 |=============================================== Xeon Gold 5218 ......... 3.339 |====================== Xeon Silver 4216 ....... 3.309 |====================== Xeon Gold 6226R ........ 4.340 |============================= 2 x Xeon Gold 6226R .... 5.431 |==================================== 2 x Xeon Silver 4216 ... 4.216 |============================ SVT-AV1 0.8 Encoder Mode: Enc Mode 8 - Input: 1080p Frames Per Second > Higher Is Better 2 x Xeon Gold 5220R .... 49.21 |========================================= Xeon Gold 5220R ........ 33.09 |=========================== Xeon Platinum 8280 ..... 51.92 |=========================================== 2 x Xeon Platinum 8280 . 56.98 |=============================================== Xeon Gold 5218 ......... 27.19 |====================== Xeon Silver 4216 ....... 26.46 |====================== Xeon Gold 6226R ........ 34.64 |============================= 2 x Xeon Gold 6226R .... 51.71 |=========================================== 2 x Xeon Silver 4216 ... 40.55 |================================= SVT-VP9 0.1 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 2 x Xeon Gold 5220R .... 237.57 |========================================= Xeon Gold 5220R ........ 224.01 |======================================= Xeon Platinum 8280 ..... 265.40 |============================================== 2 x Xeon Platinum 8280 . 233.17 |======================================== Xeon Gold 5218 ......... 172.82 |============================== Xeon Silver 4216 ....... 173.18 |============================== Xeon Gold 6226R ........ 221.95 |====================================== 2 x Xeon Gold 6226R .... 256.91 |============================================= 2 x Xeon Silver 4216 ... 206.42 |==================================== Intel Open Image Denoise 1.0.0 Scene: Memorial Images / Sec > Higher Is Better 2 x Xeon Gold 5220R .......... 27.97 |================================= Xeon Gold 5220R .............. 18.41 |====================== Xeon Platinum 8280 ........... 31.10 |===================================== 2 x Xeon Platinum 8280 ....... 34.49 |========================================= Xeon Gold 5218 ............... 15.80 |=================== Xeon Silver 4216 ............. 12.85 |=============== Xeon Gold 6226R .............. 22.01 |========================== 2 x Xeon Gold 6226R .......... 33.06 |======================================= 2 x Xeon Silver 4216 ......... 20.43 |======================== is planning to transition to . 26.54 |================================ LuxCoreRender 2.3 Scene: DLSC M samples/sec > Higher Is Better 2 x Xeon Gold 5220R .... 4.4400 |============================ Xeon Gold 5220R ........ 2.3200 |=============== Xeon Platinum 8280 ..... 3.7900 |======================== 2 x Xeon Platinum 8280 . 7.1900 |============================================== Xeon Gold 5218 ......... 1.7400 |=========== Xeon Silver 4216 ....... 1.7700 |=========== Xeon Gold 6226R ........ 2.3500 |=============== 2 x Xeon Gold 6226R .... 4.5183 |============================= 2 x Xeon Silver 4216 ... 3.4300 |====================== LuxCoreRender 2.3 Scene: Rainbow Colors and Prism M samples/sec > Higher Is Better 2 x Xeon Gold 5220R .... 4.46 |============================== Xeon Gold 5220R ........ 2.48 |================= Xeon Platinum 8280 ..... 4.11 |============================ 2 x Xeon Platinum 8280 . 7.15 |================================================ Xeon Gold 5218 ......... 1.88 |============= Xeon Silver 4216 ....... 1.88 |============= Xeon Gold 6226R ........ 2.51 |================= 2 x Xeon Gold 6226R .... 4.32 |============================= 2 x Xeon Silver 4216 ... 3.65 |========================= Himeno Benchmark 3.0 Poisson Pressure Solver MFLOPS > Higher Is Better 2 x Xeon Gold 5220R .......... 3404.69 |====================================== Xeon Gold 5220R .............. 3398.40 |====================================== Xeon Platinum 8280 ........... 3510.21 |======================================= 2 x Xeon Platinum 8280 ....... 3514.60 |======================================= Xeon Gold 5218 ............... 3405.04 |====================================== Xeon Silver 4216 ............. 2823.60 |=============================== Xeon Gold 6226R .............. 3401.16 |====================================== 2 x Xeon Gold 6226R .......... 3410.38 |====================================== 2 x Xeon Silver 4216 ......... 2817.67 |=============================== is planning to transition to . 3211.59 |==================================== Stockfish 9 Total Time Nodes Per Second > Higher Is Better 2 x Xeon Gold 5220R .......... 74235829 |===================== Xeon Gold 5220R .............. 38167326 |=========== Xeon Platinum 8280 ........... 62891312 |================== 2 x Xeon Platinum 8280 ....... 119715795 |================================== Xeon Gold 5218 ............... 32424332 |========= Xeon Silver 4216 ............. 31174576 |========= Xeon Gold 6226R .............. 39776292 |=========== 2 x Xeon Gold 6226R .......... 75203729 |===================== 2 x Xeon Silver 4216 ......... 60569696 |================= is planning to transition to . 130130513 |===================================== asmFish 2018-07-23 1024 Hash Memory, 26 Depth Nodes/second > Higher Is Better 2 x Xeon Gold 5220R .......... 85501851 |======================== Xeon Gold 5220R .............. 43217939 |============ Xeon Platinum 8280 ........... 68762075 |=================== 2 x Xeon Platinum 8280 ....... 133839896 |===================================== Xeon Gold 5218 ............... 36561817 |========== Xeon Silver 4216 ............. 35085496 |========== Xeon Gold 6226R .............. 44614925 |============ 2 x Xeon Gold 6226R .......... 83894514 |======================= 2 x Xeon Silver 4216 ......... 66895810 |================== is planning to transition to . 124297708 |================================== Timed GCC Compilation 9.3.0 Time To Compile Seconds < Lower Is Better 2 x Xeon Gold 5220R .......... 1060.58 |============================== Xeon Gold 5220R .............. 1167.68 |================================= Xeon Platinum 8280 ........... 1063.71 |============================== 2 x Xeon Platinum 8280 ....... 1005.53 |============================ Xeon Gold 5218 ............... 1218.87 |================================== Xeon Silver 4216 ............. 1398.02 |======================================= Xeon Gold 6226R .............. 1092.59 |============================== 2 x Xeon Gold 6226R .......... 996.90 |============================ 2 x Xeon Silver 4216 ......... 1268.82 |=================================== is planning to transition to . 877.26 |======================== Timed GDB GNU Debugger Compilation 9.1 Time To Compile Seconds < Lower Is Better 2 x Xeon Gold 5220R .... 146.44 |====================================== Xeon Gold 5220R ........ 151.91 |======================================= Xeon Platinum 8280 ..... 144.64 |===================================== 2 x Xeon Platinum 8280 . 142.70 |===================================== Xeon Gold 5218 ......... 156.30 |======================================== Xeon Silver 4216 ....... 177.77 |============================================== Xeon Gold 6226R ........ 139.12 |==================================== 2 x Xeon Gold 6226R .... 133.44 |=================================== 2 x Xeon Silver 4216 ... 169.70 |============================================ Timed Linux Kernel Compilation 5.4 Time To Compile Seconds < Lower Is Better 2 x Xeon Gold 5220R .......... 36.70 |===================== Xeon Gold 5220R .............. 59.01 |================================== Xeon Platinum 8280 ........... 40.90 |======================= 2 x Xeon Platinum 8280 ....... 27.31 |================ Xeon Gold 5218 ............... 67.16 |====================================== Xeon Silver 4216 ............. 71.77 |========================================= Xeon Gold 6226R .............. 57.77 |================================= 2 x Xeon Gold 6226R .......... 36.60 |===================== 2 x Xeon Silver 4216 ......... 45.32 |========================== is planning to transition to . 27.26 |================ Timed LLVM Compilation 10.0 Time To Compile Seconds < Lower Is Better 2 x Xeon Gold 5220R .... 286.78 |========================= Xeon Gold 5220R ........ 430.43 |===================================== Xeon Platinum 8280 ..... 308.74 |=========================== 2 x Xeon Platinum 8280 . 221.52 |=================== Xeon Gold 5218 ......... 501.22 |=========================================== Xeon Silver 4216 ....... 531.15 |============================================== Xeon Gold 6226R ........ 433.19 |====================================== 2 x Xeon Gold 6226R .... 279.68 |======================== 2 x Xeon Silver 4216 ... 347.83 |============================== Build2 0.12 Time To Compile Seconds < Lower Is Better 2 x Xeon Gold 5220R .... 72.15 |============================== Xeon Gold 5220R ........ 91.64 |====================================== Xeon Platinum 8280 ..... 74.12 |=============================== 2 x Xeon Platinum 8280 . 62.78 |========================== Xeon Gold 5218 ......... 101.72 |=========================================== Xeon Silver 4216 ....... 109.70 |============================================== Xeon Gold 6226R ........ 88.98 |===================================== 2 x Xeon Gold 6226R .... 70.61 |============================== 2 x Xeon Silver 4216 ... 86.33 |==================================== Tungsten Renderer 0.2.2 Scene: Hair Seconds < Lower Is Better 2 x Xeon Gold 5220R .... 11.07260 |===================== Xeon Gold 5220R ........ 18.98400 |=================================== Xeon Platinum 8280 ..... 12.68630 |======================== 2 x Xeon Platinum 8280 . 7.82706 |=============== Xeon Gold 5218 ......... 22.48660 |========================================== Xeon Silver 4216 ....... 23.61290 |============================================ Xeon Gold 6226R ........ 18.61290 |=================================== 2 x Xeon Gold 6226R .... 10.66530 |==================== 2 x Xeon Silver 4216 ... 13.60310 |========================= Tungsten Renderer 0.2.2 Scene: Water Caustic Seconds < Lower Is Better 2 x Xeon Gold 5220R .... 23.34 |====================================== Xeon Gold 5220R ........ 25.01 |========================================= Xeon Platinum 8280 ..... 22.02 |==================================== 2 x Xeon Platinum 8280 . 21.59 |=================================== Xeon Gold 5218 ......... 25.96 |========================================== Xeon Silver 4216 ....... 28.90 |=============================================== Xeon Gold 6226R ........ 24.09 |======================================= 2 x Xeon Gold 6226R .... 23.19 |====================================== 2 x Xeon Silver 4216 ... 27.39 |============================================= Numpy Benchmark Score > Higher Is Better 2 x Xeon Gold 5220R .... 300.73 |========================================== Xeon Gold 5220R ........ 313.76 |============================================ Xeon Platinum 8280 ..... 330.33 |============================================== 2 x Xeon Platinum 8280 . 321.82 |============================================= Xeon Gold 5218 ......... 315.14 |============================================ Xeon Silver 4216 ....... 272.12 |====================================== Xeon Gold 6226R ........ 318.87 |============================================ 2 x Xeon Gold 6226R .... 304.16 |========================================== 2 x Xeon Silver 4216 ... 262.78 |===================================== Zstd Compression 1.3.4 Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 Seconds < Lower Is Better 2 x Xeon Gold 5220R .......... 10.449 |===================================== Xeon Gold 5220R .............. 10.355 |==================================== Xeon Platinum 8280 ........... 8.203 |============================= 2 x Xeon Platinum 8280 ....... 9.137 |================================ Xeon Gold 5218 ............... 11.122 |======================================= Xeon Silver 4216 ............. 11.430 |======================================== Xeon Gold 6226R .............. 10.330 |==================================== 2 x Xeon Gold 6226R .......... 10.206 |==================================== 2 x Xeon Silver 4216 ......... 10.978 |====================================== is planning to transition to . 8.657 |============================== DeepSpeech 0.6 Acceleration: CPU Seconds < Lower Is Better 2 x Xeon Gold 5220R .......... 125.12 |===================================== Xeon Gold 5220R .............. 126.08 |===================================== Xeon Platinum 8280 ........... 118.09 |=================================== 2 x Xeon Platinum 8280 ....... 122.22 |==================================== Xeon Gold 5218 ............... 128.41 |====================================== Xeon Silver 4216 ............. 136.00 |======================================== Xeon Gold 6226R .............. 119.79 |=================================== 2 x Xeon Gold 6226R .......... 123.39 |==================================== 2 x Xeon Silver 4216 ......... 133.01 |======================================= is planning to transition to . 74.86 |====================== Radiance Benchmark 5.0 Test: Serial Seconds < Lower Is Better 2 x Xeon Gold 5220R .......... 746.92 |================================= Xeon Gold 5220R .............. 749.92 |================================= Xeon Platinum 8280 ........... 728.36 |================================ 2 x Xeon Platinum 8280 ....... 728.25 |================================ Xeon Gold 5218 ............... 747.84 |================================= Xeon Silver 4216 ............. 909.32 |======================================== Xeon Gold 6226R .............. 746.69 |================================= 2 x Xeon Gold 6226R .......... 745.69 |================================= 2 x Xeon Silver 4216 ......... 907.76 |======================================== is planning to transition to . 781.40 |================================== Radiance Benchmark 5.0 Test: SMP Parallel Seconds < Lower Is Better 2 x Xeon Gold 5220R .......... 230.56 |=============================== Xeon Gold 5220R .............. 242.52 |================================ Xeon Platinum 8280 ........... 235.00 |=============================== 2 x Xeon Platinum 8280 ....... 226.08 |============================== Xeon Gold 5218 ............... 241.90 |================================ Xeon Silver 4216 ............. 299.74 |======================================== Xeon Gold 6226R .............. 242.00 |================================ 2 x Xeon Gold 6226R .......... 233.04 |=============================== 2 x Xeon Silver 4216 ......... 281.25 |====================================== is planning to transition to . 236.43 |================================ Intel MPI Benchmarks 2019.3 Test: IMB-P2P PingPong Average Msg/sec > Higher Is Better 2 x Xeon Gold 5220R .... 19650424.33 |========================= Xeon Gold 5220R ........ 10276849.52 |============= Xeon Platinum 8280 ..... 16653864.77 |===================== 2 x Xeon Platinum 8280 . 31821690.55 |========================================= Xeon Gold 5218 ......... 9066471.04 |============ Xeon Silver 4216 ....... 8923779.55 |=========== Xeon Gold 6226R ........ 10620968.61 |============== 2 x Xeon Gold 6226R .... 20467429.52 |========================== 2 x Xeon Silver 4216 ... 17176230.54 |====================== PostgreSQL pgbench 12.0 Scaling: Buffer Test - Test: Normal Load - Mode: Read Only TPS > Higher Is Better 2 x Xeon Gold 5220R .......... 598798.57 |======================== Xeon Gold 5220R .............. 383120.69 |================ Xeon Platinum 8280 ........... 560887.77 |======================= 2 x Xeon Platinum 8280 ....... 909916.49 |===================================== Xeon Gold 5218 ............... 322051.63 |============= Xeon Silver 4216 ............. 313376.78 |============= Xeon Gold 6226R .............. 376860.32 |=============== 2 x Xeon Gold 6226R .......... 587882.23 |======================== 2 x Xeon Silver 4216 ......... 501697.24 |==================== is planning to transition to . 810158.61 |================================= PostgreSQL pgbench 12.0 Scaling: Buffer Test - Test: Normal Load - Mode: Read Write TPS > Higher Is Better 2 x Xeon Gold 5220R .......... 34227.72 |======================== Xeon Gold 5220R .............. 45518.59 |================================= Xeon Platinum 8280 ........... 53139.06 |====================================== 2 x Xeon Platinum 8280 ....... 24466.91 |================= Xeon Gold 5218 ............... 40894.90 |============================= Xeon Silver 4216 ............. 40373.30 |============================= Xeon Gold 6226R .............. 46503.28 |================================= 2 x Xeon Gold 6226R .......... 37715.22 |=========================== 2 x Xeon Silver 4216 ......... 34916.03 |========================= is planning to transition to . 35662.22 |========================== Basis Universal 1.12 Settings: ETC1S Seconds < Lower Is Better 2 x Xeon Gold 5220R .... 54.55 |====================================== Xeon Gold 5220R ........ 56.02 |======================================= Xeon Platinum 8280 ..... 51.45 |==================================== 2 x Xeon Platinum 8280 . 52.69 |===================================== Xeon Gold 5218 ......... 58.47 |========================================= Xeon Silver 4216 ....... 67.46 |=============================================== Xeon Gold 6226R ........ 54.79 |====================================== 2 x Xeon Gold 6226R .... 54.95 |====================================== 2 x Xeon Silver 4216 ... 65.64 |============================================== Basis Universal 1.12 Settings: UASTC Level 3 Seconds < Lower Is Better 2 x Xeon Gold 5220R .... 27.98 |======================= Xeon Gold 5220R ........ 46.71 |====================================== Xeon Platinum 8280 ..... 30.69 |========================= 2 x Xeon Platinum 8280 . 19.89 |================ Xeon Gold 5218 ......... 55.21 |============================================= Xeon Silver 4216 ....... 58.25 |=============================================== Xeon Gold 6226R ........ 44.94 |==================================== 2 x Xeon Gold 6226R .... 27.23 |====================== 2 x Xeon Silver 4216 ... 34.63 |============================ Chaos Group V-RAY 4.10.07 Mode: CPU Ksamples > Higher Is Better 2 x Xeon Gold 5220R .... 40270 |============================= Xeon Gold 5220R ........ 21886 |================ Xeon Platinum 8280 ..... 34710 |========================= 2 x Xeon Platinum 8280 . 64331 |=============================================== Xeon Gold 5218 ......... 16981 |============ Xeon Silver 4216 ....... 17105 |============ Xeon Gold 6226R ........ 22074 |================ 2 x Xeon Gold 6226R .... 34749 |========================= 2 x Xeon Silver 4216 ... 27592 |==================== Blender 2.82 Blend File: BMW27 - Compute: CPU-Only Seconds < Lower Is Better 2 x Xeon Gold 5220R .......... 60.67 |================ Xeon Gold 5220R .............. 113.30 |============================== Xeon Platinum 8280 ........... 69.80 |=================== 2 x Xeon Platinum 8280 ....... 38.79 |========== Xeon Gold 5218 ............... 149.39 |======================================== Xeon Silver 4216 ............. 149.02 |======================================== Xeon Gold 6226R .............. 111.82 |============================== 2 x Xeon Gold 6226R .......... 59.45 |================ 2 x Xeon Silver 4216 ......... 78.72 |===================== is planning to transition to . 41.51 |=========== Blender 2.82 Blend File: Classroom - Compute: CPU-Only Seconds < Lower Is Better 2 x Xeon Gold 5220R .......... 165.96 |=============== Xeon Gold 5220R .............. 328.81 |============================== Xeon Platinum 8280 ........... 198.25 |================== 2 x Xeon Platinum 8280 ....... 100.47 |========= Xeon Gold 5218 ............... 433.42 |======================================== Xeon Silver 4216 ............. 432.11 |======================================== Xeon Gold 6226R .............. 321.53 |============================== 2 x Xeon Gold 6226R .......... 163.32 |=============== 2 x Xeon Silver 4216 ......... 218.06 |==================== is planning to transition to . 101.18 |========= Blender 2.82 Blend File: Fishy Cat - Compute: CPU-Only Seconds < Lower Is Better 2 x Xeon Gold 5220R .......... 98.24 |================= Xeon Gold 5220R .............. 175.95 |=============================== Xeon Platinum 8280 ........... 110.67 |=================== 2 x Xeon Platinum 8280 ....... 66.39 |============ Xeon Gold 5218 ............... 229.28 |======================================== Xeon Silver 4216 ............. 229.71 |======================================== Xeon Gold 6226R .............. 173.95 |============================== 2 x Xeon Gold 6226R .......... 96.41 |================= 2 x Xeon Silver 4216 ......... 125.35 |====================== is planning to transition to . 65.59 |=========== Blender 2.82 Blend File: Barbershop - Compute: CPU-Only Seconds < Lower Is Better 2 x Xeon Gold 5220R .......... 260.56 |================== Xeon Gold 5220R .............. 456.47 |=============================== Xeon Platinum 8280 ........... 287.80 |=================== 2 x Xeon Platinum 8280 ....... 187.33 |============= Xeon Gold 5218 ............... 589.07 |======================================== Xeon Silver 4216 ............. 593.13 |======================================== Xeon Gold 6226R .............. 453.22 |=============================== 2 x Xeon Gold 6226R .......... 257.01 |================= 2 x Xeon Silver 4216 ......... 333.40 |====================== is planning to transition to . 180.64 |============ Blender 2.82 Blend File: Pabellon Barcelona - Compute: CPU-Only Seconds < Lower Is Better 2 x Xeon Gold 5220R .......... 208.30 |================ Xeon Gold 5220R .............. 404.78 |============================== Xeon Platinum 8280 ........... 246.31 |=================== 2 x Xeon Platinum 8280 ....... 129.01 |========== Xeon Gold 5218 ............... 531.98 |======================================== Xeon Silver 4216 ............. 531.39 |======================================== Xeon Gold 6226R .............. 400.96 |============================== 2 x Xeon Gold 6226R .......... 207.41 |================ 2 x Xeon Silver 4216 ......... 272.72 |===================== is planning to transition to . 130.72 |========== PyBench 2018-02-16 Total For Average Test Times Milliseconds < Lower Is Better 2 x Xeon Gold 5220R .......... 1100 |=========================== Xeon Gold 5220R .............. 1114 |=========================== Xeon Platinum 8280 ........... 1076 |========================== 2 x Xeon Platinum 8280 ....... 1073 |========================== Xeon Gold 5218 ............... 1101 |=========================== Xeon Silver 4216 ............. 1342 |================================= Xeon Gold 6226R .............. 1103 |=========================== 2 x Xeon Gold 6226R .......... 1104 |=========================== 2 x Xeon Silver 4216 ......... 1343 |================================= is planning to transition to . 1732 |========================================== PyPerformance 1.0.0 Benchmark: float Milliseconds < Lower Is Better 2 x Xeon Gold 5220R .......... 113 |======================== Xeon Gold 5220R .............. 114 |======================== Xeon Platinum 8280 ........... 109 |======================= 2 x Xeon Platinum 8280 ....... 109 |======================= Xeon Gold 5218 ............... 114 |======================== Xeon Silver 4216 ............. 137 |============================= Xeon Gold 6226R .............. 115 |========================= 2 x Xeon Gold 6226R .......... 113 |======================== 2 x Xeon Silver 4216 ......... 137 |============================= is planning to transition to . 201 |=========================================== PyPerformance 1.0.0 Benchmark: regex_compile Milliseconds < Lower Is Better 2 x Xeon Gold 5220R .......... 167 |====================== Xeon Gold 5220R .............. 168 |====================== Xeon Platinum 8280 ........... 164 |====================== 2 x Xeon Platinum 8280 ....... 164 |====================== Xeon Gold 5218 ............... 167 |====================== Xeon Silver 4216 ............. 204 |=========================== Xeon Gold 6226R .............. 168 |====================== 2 x Xeon Gold 6226R .......... 167 |====================== 2 x Xeon Silver 4216 ......... 204 |=========================== is planning to transition to . 328 |=========================================== PyPerformance 1.0.0 Benchmark: python_startup Milliseconds < Lower Is Better 2 x Xeon Gold 5220R .......... 11.2 |======================= Xeon Gold 5220R .............. 11.3 |======================== Xeon Platinum 8280 ........... 11.2 |======================= 2 x Xeon Platinum 8280 ....... 11.2 |======================= Xeon Gold 5218 ............... 11.1 |======================= Xeon Silver 4216 ............. 15.4 |================================ Xeon Gold 6226R .............. 11.0 |======================= 2 x Xeon Gold 6226R .......... 10.9 |======================= 2 x Xeon Silver 4216 ......... 15.4 |================================ is planning to transition to . 20.1 |========================================== PyPerformance 1.0.0 Benchmark: django_template Milliseconds < Lower Is Better 2 x Xeon Gold 5220R .......... 47.3 |=============== Xeon Gold 5220R .............. 47.1 |=============== Xeon Platinum 8280 ........... 46.2 |=============== 2 x Xeon Platinum 8280 ....... 45.9 |=============== Xeon Gold 5218 ............... 47.2 |=============== Xeon Silver 4216 ............. 57.5 |=================== Xeon Gold 6226R .............. 47.3 |=============== 2 x Xeon Gold 6226R .......... 47.1 |=============== 2 x Xeon Silver 4216 ......... 57.5 |=================== is planning to transition to . 126.0 |========================================= Appleseed 2.0 Beta Scene: Emily Seconds < Lower Is Better 2 x Xeon Gold 5220R .... 180.65 |======================== Xeon Gold 5220R ........ 284.28 |====================================== Xeon Platinum 8280 ..... 197.65 |========================== 2 x Xeon Platinum 8280 . 154.98 |===================== Xeon Gold 5218 ......... 328.14 |============================================ Xeon Silver 4216 ....... 345.39 |============================================== Xeon Gold 6226R ........ 276.77 |===================================== 2 x Xeon Gold 6226R .... 177.66 |======================== 2 x Xeon Silver 4216 ... 222.97 |============================== Appleseed 2.0 Beta Scene: Disney Material Seconds < Lower Is Better 2 x Xeon Gold 5220R .... 88.86 |===================== Xeon Gold 5220R ........ 158.77 |====================================== Xeon Platinum 8280 ..... 103.83 |========================= 2 x Xeon Platinum 8280 . 68.62 |================ Xeon Gold 5218 ......... 182.56 |=========================================== Xeon Silver 4216 ....... 194.40 |============================================== Xeon Gold 6226R ........ 155.23 |===================================== 2 x Xeon Gold 6226R .... 84.84 |==================== 2 x Xeon Silver 4216 ... 107.50 |========================= Appleseed 2.0 Beta Scene: Material Tester Seconds < Lower Is Better 2 x Xeon Gold 5220R .... 189.46 |============================================ Xeon Gold 5220R ........ 162.86 |====================================== Xeon Platinum 8280 ..... 123.98 |============================= 2 x Xeon Platinum 8280 . 193.44 |============================================= Xeon Gold 5218 ......... 179.75 |========================================== Xeon Silver 4216 ....... 188.78 |============================================ Xeon Gold 6226R ........ 156.61 |==================================== 2 x Xeon Gold 6226R .... 185.36 |=========================================== 2 x Xeon Silver 4216 ... 197.74 |============================================== PHPBench 0.8.1 PHP Benchmark Suite Score > Higher Is Better 2 x Xeon Gold 5220R .......... 631283 |======================================= Xeon Gold 5220R .............. 629690 |======================================= Xeon Platinum 8280 ........... 649164 |======================================== 2 x Xeon Platinum 8280 ....... 649693 |======================================== Xeon Gold 5218 ............... 632455 |======================================= Xeon Silver 4216 ............. 515697 |================================ Xeon Gold 6226R .............. 632431 |======================================= 2 x Xeon Gold 6226R .......... 632601 |======================================= 2 x Xeon Silver 4216 ......... 519964 |================================ is planning to transition to . 162285 |========== Mlpack Benchmark Benchmark: scikit_ica Seconds < Lower Is Better 2 x Xeon Gold 5220R .... 77.41 |======================================= Xeon Gold 5220R ........ 68.19 |================================== Xeon Platinum 8280 ..... 67.36 |================================== 2 x Xeon Platinum 8280 . 63.35 |================================ Xeon Gold 5218 ......... 68.78 |================================== Xeon Silver 4216 ....... 81.36 |======================================== Xeon Gold 6226R ........ 61.82 |=============================== 2 x Xeon Gold 6226R .... 74.63 |===================================== 2 x Xeon Silver 4216 ... 94.45 |=============================================== Mlpack Benchmark Benchmark: scikit_qda Seconds < Lower Is Better 2 x Xeon Gold 5220R .... 42.69 |======================================== Xeon Gold 5220R ........ 34.24 |================================ Xeon Platinum 8280 ..... 30.45 |============================= 2 x Xeon Platinum 8280 . 38.35 |==================================== Xeon Gold 5218 ......... 37.41 |=================================== Xeon Silver 4216 ....... 40.75 |====================================== Xeon Gold 6226R ........ 31.96 |============================== 2 x Xeon Gold 6226R .... 44.53 |========================================== 2 x Xeon Silver 4216 ... 50.10 |=============================================== Mlpack Benchmark Benchmark: scikit_svm Seconds < Lower Is Better 2 x Xeon Gold 5220R .... 17.92 |======================================== Xeon Gold 5220R ........ 17.82 |======================================== Xeon Platinum 8280 ..... 17.19 |====================================== 2 x Xeon Platinum 8280 . 17.19 |====================================== Xeon Gold 5218 ......... 17.98 |======================================== Xeon Silver 4216 ....... 20.89 |=============================================== Xeon Gold 6226R ........ 17.92 |======================================== 2 x Xeon Gold 6226R .... 17.77 |======================================== 2 x Xeon Silver 4216 ... 21.09 |=============================================== Mlpack Benchmark Benchmark: scikit_linearridgeregression Seconds < Lower Is Better 2 x Xeon Gold 5220R .... 2.39 |====================================== Xeon Gold 5220R ........ 2.25 |==================================== Xeon Platinum 8280 ..... 1.67 |=========================== 2 x Xeon Platinum 8280 . 1.82 |============================= Xeon Gold 5218 ......... 2.46 |======================================= Xeon Silver 4216 ....... 2.97 |================================================ Xeon Gold 6226R ........ 1.93 |=============================== 2 x Xeon Gold 6226R .... 2.08 |================================= 2 x Xeon Silver 4216 ... 2.99 |================================================ Scikit-Learn 0.22.1 Seconds < Lower Is Better 2 x Xeon Gold 5220R .... 10.458 |====================================== Xeon Gold 5220R ........ 10.112 |===================================== Xeon Platinum 8280 ..... 9.127 |================================= 2 x Xeon Platinum 8280 . 9.392 |================================== Xeon Gold 5218 ......... 10.286 |====================================== Xeon Silver 4216 ....... 12.030 |============================================ Xeon Gold 6226R ........ 9.924 |==================================== 2 x Xeon Gold 6226R .... 10.449 |====================================== 2 x Xeon Silver 4216 ... 12.549 |============================================== SMHasher 2020-02-29 Hash: wyhash MiB/sec > Higher Is Better Xeon Silver 4216 ..... 22004.08 |============================================== Xeon Gold 6226R ...... 19429.87 |========================================= 2 x Xeon Gold 6226R .. 19424.11 |========================================= 2 x Xeon Silver 4216 . 22011.20 |==============================================