Amazon Graviton2 vs. Xeon Cascade Lake Refresh vs. AMD EPYC Rome Linux Benchmarks Benchmarks for a future article. 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 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 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 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 EPYC 7502P: Processor: AMD EPYC 7502P 32-Core @ 2.50GHz (32 Cores / 64 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 20.04, Kernel: 5.4.0-21-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 EPYC 7352: Processor: 2 x AMD EPYC 7352 24-Core @ 2.30GHz (48 Cores / 96 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: 8 x VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 20.04, Kernel: 5.4.0-21-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 EPYC 7532: Processor: 2 x AMD EPYC 7532 32-Core @ 2.40GHz (64 Cores / 128 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: llvmpipe 504GB, Monitor: 7 x VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 20.04, Kernel: 5.4.0-21-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 EPYC 7F52: Processor: AMD EPYC 7F52 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: 12 x VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 20.04, Kernel: 5.4.0-21-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 EPYC 7F52: Processor: 2 x AMD EPYC 7F52 16-Core @ 3.50GHz (32 Cores / 64 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: 16 x VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 20.04, Kernel: 5.4.0-21-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 EPYC 7452: Processor: AMD EPYC 7452 32-Core @ 2.35GHz (64 Cores / 128 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: llvmpipe 252GB, Monitor: 17 x VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 20.04, Kernel: 5.4.0-21-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 EPYC 7742: Processor: AMD EPYC 7742 64-Core @ 2.25GHz (64 Cores / 128 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: 20 x VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 20.04, Kernel: 5.4.0-21-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 EPYC 7262: Processor: AMD EPYC 7262 8-Core @ 3.20GHz (8 Cores / 16 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: 23 x VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 20.04, Kernel: 5.4.0-21-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 EPYC 7262: Processor: 2 x AMD EPYC 7262 8-Core @ 3.20GHz (16 Cores / 32 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: llvmpipe 504GB, Monitor: 24 x VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 20.04, Kernel: 5.4.0-21-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 EPYC 7F32: Processor: AMD EPYC 7F32 8-Core @ 3.70GHz (8 Cores / 16 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: 25 x VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 20.04, Kernel: 5.4.0-21-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 EPYC 7F32: Processor: 2 x AMD EPYC 7F32 8-Core @ 3.70GHz (16 Cores / 32 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: llvmpipe 504GB, Monitor: 26 x VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 20.04, Kernel: 5.4.0-21-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 EPYC 7F72: Processor: AMD EPYC 7F72 24-Core @ 3.20GHz (24 Cores / 48 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: 27 x VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 20.04, Kernel: 5.4.0-21-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 EPYC 7F72: Processor: 2 x AMD EPYC 7F72 24-Core @ 3.20GHz (48 Cores / 96 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: 28 x VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 20.04, Kernel: 5.4.0-21-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 EPYC 7742: Processor: 2 x AMD EPYC 7742 64-Core @ 2.25GHz (128 Cores / 256 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: 30 x VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 20.04, Kernel: 5.4.0-21-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 6250: Processor: Intel Xeon Gold 6250 @ 4.50GHz (8 Cores / 16 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 SSDPE21D280GA, Graphics: ASPEED, Monitor: 31 x VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 20.04, Kernel: 5.4.0-21-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 6250: Processor: 2 x Intel Xeon Gold 6250 @ 4.50GHz (16 Cores / 32 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 SSDPE21D280GA, Graphics: ASPEED, Monitor: 32 x VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 20.04, Kernel: 5.4.0-21-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 6258R: Processor: Intel Xeon Gold 6258R @ 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 SSDPE21D280GA, Graphics: ASPEED, Monitor: 33 x VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 20.04, Kernel: 5.4.0-21-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 6258R: Processor: 2 x Intel Xeon Gold 6258R @ 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 SSDPE21D280GA, Graphics: ASPEED, Monitor: 34 x VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 20.04, Kernel: 5.4.0-21-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 Graviton2: Processor: ARMv8 Neoverse-N1 (64 Cores), Motherboard: Amazon EC2 m6g.metal v1.0, Memory: 252GB, Disk: 137GB Amazon Elastic Block Store, Network: Amazon Elastic OS: Ubuntu 20.04, Kernel: 5.4.0-1009-aws (aarch64), Compiler: GCC 9.3.0, File-System: ext4 Graviton: Processor: ARMv8 Cortex-A72 (16 Cores), Motherboard: Amazon EC2 a1.metal v1.0, Memory: 32GB, Disk: 94GB Amazon Elastic Block Store, Network: Amazon Elastic OS: Ubuntu 20.04, Kernel: 5.4.0-1009-aws (aarch64), Compiler: GCC 9.3.0, File-System: ext4 High Performance Conjugate Gradient 3.1 GFLOP/s > Higher Is Better Xeon Gold 5220R ........ 13.35290 |================= 2 x Xeon Gold 5220R .... 25.63030 |================================= Xeon Gold 6226R ........ 13.95810 |================== 2 x Xeon Gold 6226R .... 26.59100 |================================== Xeon Platinum 8280 ..... 14.90970 |=================== 2 x Xeon Platinum 8280 . 28.85420 |===================================== EPYC 7502P ............. 15.10560 |==================== 2 x EPYC 7352 .......... 28.40070 |===================================== 2 x EPYC 7532 .......... 33.92070 |============================================ EPYC 7F52 .............. 17.74440 |======================= 2 x EPYC 7F52 .......... 33.51820 |=========================================== 2 x EPYC 7452 .......... 28.79700 |===================================== EPYC 7742 .............. 17.16210 |====================== EPYC 7262 .............. 12.70080 |================ 2 x EPYC 7262 .......... 23.06470 |============================== EPYC 7F32 .............. 13.22470 |================= 2 x EPYC 7F32 .......... 24.86430 |================================ EPYC 7F72 .............. 16.93630 |====================== 2 x EPYC 7F72 .......... 32.36020 |========================================== 2 x EPYC 7742 .......... 34.04850 |============================================ Xeon Gold 6250 ......... 10.33210 |============= 2 x Xeon Gold 6250 ..... 19.97640 |========================== Xeon Gold 6258R ........ 14.78490 |=================== 2 x Xeon Gold 6258R .... 28.87830 |===================================== Graviton2 .............. 21.43370 |============================ Graviton ............... 3.83797 |===== Timed MrBayes Analysis 3.2.7 Primate Phylogeny Analysis Seconds < Lower Is Better Xeon Gold 5220R ........ 134.48 |============== 2 x Xeon Gold 5220R .... 134.93 |============== Xeon Gold 6226R ........ 123.70 |============= 2 x Xeon Gold 6226R .... 124.26 |============= Xeon Platinum 8280 ..... 128.85 |============== 2 x Xeon Platinum 8280 . 129.99 |============== EPYC 7502P ............. 93.64 |========== 2 x EPYC 7352 .......... 102.29 |=========== 2 x EPYC 7532 .......... 97.78 |========== EPYC 7F52 .............. 72.15 |======== 2 x EPYC 7F52 .......... 72.09 |======== 2 x EPYC 7452 .......... 103.91 |=========== EPYC 7742 .............. 106.59 |=========== EPYC 7262 .............. 82.18 |========= 2 x EPYC 7262 .......... 82.67 |========= EPYC 7F32 .............. 72.19 |======== 2 x EPYC 7F32 .......... 72.02 |======== EPYC 7F72 .............. 79.65 |======== 2 x EPYC 7F72 .......... 79.37 |======== 2 x EPYC 7742 .......... 108.87 |=========== Xeon Gold 6250 ......... 79.61 |======== 2 x Xeon Gold 6250 ..... 79.45 |======== Xeon Gold 6258R ........ 109.11 |=========== 2 x Xeon Gold 6258R .... 111.16 |============ Graviton2 .............. 256.98 |=========================== Graviton ............... 437.48 |============================================== dav1d 0.6.0 Video Input: Chimera 1080p 10-bit FPS > Higher Is Better Xeon Gold 5220R ........ 58.05 |======== 2 x Xeon Gold 5220R .... 70.81 |========== Xeon Gold 6226R ........ 62.32 |========= 2 x Xeon Gold 6226R .... 73.95 |========== Xeon Platinum 8280 ..... 65.40 |========= 2 x Xeon Platinum 8280 . 85.14 |============ EPYC 7502P ............. 110.71 |=============== 2 x EPYC 7352 .......... 125.03 |================= 2 x EPYC 7532 .......... 137.12 |=================== EPYC 7F52 .............. 110.88 |=============== 2 x EPYC 7F52 .......... 131.66 |================== 2 x EPYC 7452 .......... 139.87 |=================== EPYC 7742 .............. 142.98 |==================== EPYC 7262 .............. 79.80 |=========== 2 x EPYC 7262 .......... 87.77 |============ EPYC 7F32 .............. 95.14 |============= 2 x EPYC 7F32 .......... 105.18 |=============== EPYC 7F72 .............. 121.95 |================= 2 x EPYC 7F72 .......... 158.21 |====================== 2 x EPYC 7742 .......... 183.96 |========================= Xeon Gold 6250 ......... 68.55 |========= 2 x Xeon Gold 6250 ..... 62.16 |========= Xeon Gold 6258R ........ 65.28 |========= 2 x Xeon Gold 6258R .... 85.20 |============ Graviton2 .............. 332.11 |============================================== dav1d 0.6.0 Video Input: Summer Nature 4K FPS > Higher Is Better Xeon Gold 5220R ........ 160.59 |====================== 2 x Xeon Gold 5220R .... 177.89 |======================== Xeon Gold 6226R ........ 170.07 |======================= 2 x Xeon Gold 6226R .... 203.10 |============================ Xeon Platinum 8280 ..... 199.08 |=========================== 2 x Xeon Platinum 8280 . 221.31 |============================== EPYC 7502P ............. 260.52 |==================================== 2 x EPYC 7352 .......... 261.12 |==================================== 2 x EPYC 7532 .......... 296.06 |========================================= EPYC 7F52 .............. 222.23 |============================== 2 x EPYC 7F52 .......... 263.77 |==================================== 2 x EPYC 7452 .......... 302.35 |========================================= EPYC 7742 .............. 336.08 |============================================== EPYC 7262 .............. 132.86 |================== 2 x EPYC 7262 .......... 167.36 |======================= EPYC 7F32 .............. 152.02 |===================== 2 x EPYC 7F32 .......... 193.94 |=========================== EPYC 7F72 .............. 287.41 |======================================= 2 x EPYC 7F72 .......... 314.80 |=========================================== 2 x EPYC 7742 .......... 322.35 |============================================ Xeon Gold 6250 ......... 149.90 |===================== 2 x Xeon Gold 6250 ..... 184.99 |========================= Xeon Gold 6258R ........ 199.38 |=========================== 2 x Xeon Gold 6258R .... 223.17 |=============================== Graviton2 .............. 239.07 |================================= Graviton ............... 63.00 |========= Basis Universal 1.12 Settings: UASTC Level 3 Seconds < Lower Is Better Xeon Gold 5220R ........ 46.71 |================================ 2 x Xeon Gold 5220R .... 27.98 |=================== Xeon Gold 6226R ........ 44.94 |=============================== 2 x Xeon Gold 6226R .... 27.23 |=================== Xeon Platinum 8280 ..... 30.69 |===================== 2 x Xeon Platinum 8280 . 19.89 |============== EPYC 7502P ............. 25.14 |================= 2 x EPYC 7352 .......... 21.06 |============== 2 x EPYC 7532 .......... 17.34 |============ EPYC 7F52 .............. 33.53 |======================= 2 x EPYC 7F52 .......... 20.48 |============== 2 x EPYC 7452 .......... 17.70 |============ EPYC 7742 .............. 17.76 |============ EPYC 7262 .............. 69.08 |=============================================== 2 x EPYC 7262 .......... 38.59 |========================== EPYC 7F32 .............. 60.12 |========================================= 2 x EPYC 7F32 .......... 33.74 |======================= EPYC 7F72 .............. 26.51 |================== 2 x EPYC 7F72 .......... 17.17 |============ 2 x EPYC 7742 .......... 13.16 |========= Xeon Gold 6250 ......... 66.38 |============================================= 2 x Xeon Gold 6250 ..... 37.23 |========================= Xeon Gold 6258R ........ 30.45 |===================== 2 x Xeon Gold 6258R .... 19.71 |============= Graviton2 .............. 21.19 |============== Timed Linux Kernel Compilation 5.4 Time To Compile Seconds < Lower Is Better Xeon Gold 5220R ........ 59.01 |================================ 2 x Xeon Gold 5220R .... 36.70 |==================== Xeon Gold 6226R ........ 57.77 |=============================== 2 x Xeon Gold 6226R .... 36.60 |==================== Xeon Platinum 8280 ..... 40.90 |====================== 2 x Xeon Platinum 8280 . 27.31 |=============== EPYC 7502P ............. 37.01 |==================== 2 x EPYC 7352 .......... 30.88 |================= 2 x EPYC 7532 .......... 25.98 |============== EPYC 7F52 .............. 43.91 |======================== 2 x EPYC 7F52 .......... 28.06 |=============== 2 x EPYC 7452 .......... 26.62 |============== EPYC 7742 .............. 26.50 |============== EPYC 7262 .............. 87.75 |=============================================== 2 x EPYC 7262 .......... 49.96 |=========================== EPYC 7F32 .............. 76.78 |========================================= 2 x EPYC 7F32 .......... 43.74 |======================= EPYC 7F72 .............. 37.00 |==================== 2 x EPYC 7F72 .......... 24.60 |============= 2 x EPYC 7742 .......... 20.20 |=========== Xeon Gold 6250 ......... 80.49 |=========================================== 2 x Xeon Gold 6250 ..... 46.94 |========================= Xeon Gold 6258R ........ 40.62 |====================== 2 x Xeon Gold 6258R .... 27.18 |=============== Graviton2 .............. 86.66 |============================================== Nettle 3.5.1 Test: aes256 Mbyte/s > Higher Is Better Xeon Gold 5220R ........ 6133.91 |======================================= 2 x Xeon Gold 5220R .... 6159.21 |======================================= Xeon Gold 6226R ........ 6161.42 |======================================= 2 x Xeon Gold 6226R .... 6157.49 |======================================= Xeon Platinum 8280 ..... 6313.16 |======================================== 2 x Xeon Platinum 8280 . 6320.00 |======================================== EPYC 7502P ............. 4727.65 |============================== 2 x EPYC 7352 .......... 4445.94 |============================ 2 x EPYC 7532 .......... 4652.83 |============================= EPYC 7F52 .............. 5499.49 |=================================== 2 x EPYC 7F52 .......... 5505.70 |=================================== 2 x EPYC 7452 .......... 4724.39 |============================== EPYC 7742 .............. 4798.93 |============================== EPYC 7262 .............. 4801.24 |============================== 2 x EPYC 7262 .......... 4791.16 |============================== EPYC 7F32 .............. 5498.43 |=================================== 2 x EPYC 7F32 .......... 5499.84 |=================================== EPYC 7F72 .............. 5214.50 |================================= 2 x EPYC 7F72 .......... 5220.70 |================================= 2 x EPYC 7742 .......... 4795.51 |============================== Xeon Gold 6250 ......... 7100.35 |============================================= 2 x Xeon Gold 6250 ..... 7111.12 |============================================= Xeon Gold 6258R ........ 6305.78 |======================================== 2 x Xeon Gold 6258R .... 6322.32 |======================================== Graviton2 .............. 2783.66 |================== Graviton ............... 1716.54 |=========== dav1d 0.6.0 Video Input: Summer Nature 1080p FPS > Higher Is Better Xeon Gold 5220R ........ 274.98 |================ 2 x Xeon Gold 5220R .... 321.84 |=================== Xeon Gold 6226R ........ 307.75 |================== 2 x Xeon Gold 6226R .... 358.62 |===================== Xeon Platinum 8280 ..... 323.20 |=================== 2 x Xeon Platinum 8280 . 409.88 |========================= EPYC 7502P ............. 547.08 |================================= 2 x EPYC 7352 .......... 566.85 |================================== 2 x EPYC 7532 .......... 649.45 |======================================= EPYC 7F52 .............. 501.21 |============================== 2 x EPYC 7F52 .......... 618.87 |===================================== 2 x EPYC 7452 .......... 658.09 |======================================= EPYC 7742 .............. 691.02 |========================================= EPYC 7262 .............. 320.91 |=================== 2 x EPYC 7262 .......... 388.46 |======================= EPYC 7F32 .............. 373.28 |====================== 2 x EPYC 7F32 .......... 467.44 |============================ EPYC 7F72 .............. 660.54 |======================================== 2 x EPYC 7F72 .......... 752.02 |============================================= 2 x EPYC 7742 .......... 767.92 |============================================== Xeon Gold 6250 ......... 369.48 |====================== 2 x Xeon Gold 6250 ..... 310.84 |=================== Xeon Gold 6258R ........ 325.10 |=================== 2 x Xeon Gold 6258R .... 402.97 |======================== Graviton2 .............. 652.84 |======================================= Graviton ............... 194.11 |============ Nettle 3.5.1 Test: chacha Mbyte/s > Higher Is Better Xeon Gold 5220R ........ 1020.09 |======================================= 2 x Xeon Gold 5220R .... 1024.98 |======================================= Xeon Gold 6226R ........ 1024.99 |======================================= 2 x Xeon Gold 6226R .... 1025.38 |======================================= Xeon Platinum 8280 ..... 1051.11 |======================================== 2 x Xeon Platinum 8280 . 1051.94 |======================================== EPYC 7502P ............. 760.21 |============================= 2 x EPYC 7352 .......... 714.46 |=========================== 2 x EPYC 7532 .......... 748.58 |============================ EPYC 7F52 .............. 884.93 |================================== 2 x EPYC 7F52 .......... 884.59 |================================== 2 x EPYC 7452 .......... 760.06 |============================= EPYC 7742 .............. 771.42 |============================= EPYC 7262 .............. 771.54 |============================= 2 x EPYC 7262 .......... 771.73 |============================= EPYC 7F32 .............. 884.71 |================================== 2 x EPYC 7F32 .......... 884.43 |================================== EPYC 7F72 .............. 839.58 |================================ 2 x EPYC 7F72 .......... 839.49 |================================ 2 x EPYC 7742 .......... 771.42 |============================= Xeon Gold 6250 ......... 1183.15 |============================================= 2 x Xeon Gold 6250 ..... 1182.03 |============================================= Xeon Gold 6258R ........ 1042.68 |======================================== 2 x Xeon Gold 6258R .... 1044.82 |======================================== Graviton2 .............. 450.21 |================= Graviton ............... 327.11 |============ Timed LLVM Compilation 10.0 Time To Compile Seconds < Lower Is Better Xeon Gold 5220R ........ 430.43 |=============================== 2 x Xeon Gold 5220R .... 286.78 |==================== Xeon Gold 6226R ........ 433.19 |=============================== 2 x Xeon Gold 6226R .... 279.68 |==================== Xeon Platinum 8280 ..... 308.74 |====================== 2 x Xeon Platinum 8280 . 221.52 |================ EPYC 7502P ............. 287.13 |==================== 2 x EPYC 7352 .......... 248.57 |================== 2 x EPYC 7532 .......... 217.74 |=============== EPYC 7F52 .............. 328.76 |======================= 2 x EPYC 7F52 .......... 217.83 |=============== 2 x EPYC 7452 .......... 224.56 |================ EPYC 7742 .............. 223.88 |================ EPYC 7262 .............. 647.30 |============================================== 2 x EPYC 7262 .......... 368.99 |========================== EPYC 7F32 .............. 570.97 |========================================= 2 x EPYC 7F32 .......... 332.01 |======================== EPYC 7F72 .............. 282.56 |==================== 2 x EPYC 7F72 .......... 202.13 |============== 2 x EPYC 7742 .......... 195.88 |============== Xeon Gold 6250 ......... 609.86 |=========================================== 2 x Xeon Gold 6250 ..... 353.76 |========================= Xeon Gold 6258R ........ 306.99 |====================== 2 x Xeon Gold 6258R .... 219.98 |================ Graviton2 .............. 311.08 |====================== GROMACS 2020.1 Water Benchmark Ns Per Day > Higher Is Better EPYC 7742 ........... 1.073 |========== EPYC 7262 ........... 1.113 |========== 2 x EPYC 7262 ....... 1.676 |=============== EPYC 7F32 ........... 1.244 |=========== 2 x EPYC 7F32 ....... 1.762 |================ EPYC 7F72 ........... 2.167 |==================== 2 x EPYC 7F72 ....... 2.028 |=================== 2 x EPYC 7742 ....... 0.243 |== Xeon Gold 6250 ...... 1.245 |=========== 2 x Xeon Gold 6250 .. 2.441 |====================== Xeon Gold 6258R ..... 2.782 |========================== 2 x Xeon Gold 6258R . 5.449 |================================================== Graviton2 ........... 2.761 |========================= Mlpack Benchmark Benchmark: scikit_ica Seconds < Lower Is Better Xeon Gold 5220R ........ 68.19 |============================ 2 x Xeon Gold 5220R .... 77.41 |================================ Xeon Gold 6226R ........ 61.82 |========================= 2 x Xeon Gold 6226R .... 74.63 |=============================== Xeon Platinum 8280 ..... 67.36 |============================ 2 x Xeon Platinum 8280 . 63.35 |========================== EPYC 7502P ............. 68.91 |============================ 2 x EPYC 7352 .......... 70.28 |============================= 2 x EPYC 7532 .......... 65.60 |=========================== EPYC 7F52 .............. 53.26 |====================== 2 x EPYC 7F52 .......... 67.48 |============================ 2 x EPYC 7452 .......... 64.27 |========================== EPYC 7742 .............. 57.69 |======================== EPYC 7262 .............. 57.61 |======================== 2 x EPYC 7262 .......... 68.62 |============================ EPYC 7F32 .............. 53.13 |====================== 2 x EPYC 7F32 .......... 60.75 |========================= EPYC 7F72 .............. 61.93 |========================= 2 x EPYC 7F72 .......... 61.54 |========================= 2 x EPYC 7742 .......... 55.18 |======================= Xeon Gold 6250 ......... 50.09 |===================== 2 x Xeon Gold 6250 ..... 55.54 |======================= Xeon Gold 6258R ........ 67.36 |============================ 2 x Xeon Gold 6258R .... 63.38 |========================== Graviton2 .............. 111.90 |============================================== John The Ripper 1.9.0-jumbo-1 Test: Blowfish Real C/S > Higher Is Better Xeon Gold 5220R ........ 25547 |======== 2 x Xeon Gold 5220R .... 51324 |================ Xeon Gold 6226R ........ 27126 |========= 2 x Xeon Gold 6226R .... 53485 |================= Xeon Platinum 8280 ..... 42864 |============== 2 x Xeon Platinum 8280 . 84084 |=========================== EPYC 7502P ............. 43593 |============== 2 x EPYC 7352 .......... 60146 |=================== 2 x EPYC 7532 .......... 83737 |=========================== EPYC 7F52 .............. 26349 |======== 2 x EPYC 7F52 .......... 52525 |================= 2 x EPYC 7452 .......... 79273 |========================= EPYC 7742 .............. 74944 |======================== EPYC 7262 .............. 11493 |==== 2 x EPYC 7262 .......... 22957 |======= EPYC 7F32 .............. 13179 |==== 2 x EPYC 7F32 .......... 26314 |======== EPYC 7F72 .............. 36831 |============ 2 x EPYC 7F72 .......... 73095 |======================= 2 x EPYC 7742 .......... 145129 |============================================== Xeon Gold 6250 ......... 16751 |===== 2 x Xeon Gold 6250 ..... 33269 |=========== Xeon Gold 6258R ........ 42952 |============== 2 x Xeon Gold 6258R .... 84240 |=========================== Graviton2 .............. 43349 |============== Graviton ............... 7507 |== Nettle 3.5.1 Test: sha512 Mbyte/s > Higher Is Better Xeon Gold 5220R ........ 485.86 |======================================== 2 x Xeon Gold 5220R .... 489.15 |======================================== Xeon Gold 6226R ........ 488.81 |======================================== 2 x Xeon Gold 6226R .... 489.42 |======================================== Xeon Platinum 8280 ..... 501.98 |========================================= 2 x Xeon Platinum 8280 . 500.98 |========================================= EPYC 7502P ............. 484.24 |======================================= 2 x EPYC 7352 .......... 455.36 |===================================== 2 x EPYC 7532 .......... 476.65 |======================================= EPYC 7F52 .............. 563.39 |============================================== 2 x EPYC 7F52 .......... 563.07 |============================================== 2 x EPYC 7452 .......... 483.85 |======================================= EPYC 7742 .............. 491.54 |======================================== EPYC 7262 .............. 490.29 |======================================== 2 x EPYC 7262 .......... 491.04 |======================================== EPYC 7F32 .............. 563.45 |============================================== 2 x EPYC 7F32 .......... 563.59 |============================================== EPYC 7F72 .............. 534.18 |============================================ 2 x EPYC 7F72 .......... 534.86 |============================================ 2 x EPYC 7742 .......... 491.47 |======================================== Xeon Gold 6250 ......... 563.82 |============================================== 2 x Xeon Gold 6250 ..... 564.54 |============================================== Xeon Gold 6258R ........ 498.99 |========================================= 2 x Xeon Gold 6258R .... 500.75 |========================================= Graviton2 .............. 380.06 |=============================== Graviton ............... 285.93 |======================= Build2 0.12 Time To Compile Seconds < Lower Is Better Xeon Gold 5220R ........ 91.64 |===================================== 2 x Xeon Gold 5220R .... 72.15 |============================= Xeon Gold 6226R ........ 88.98 |==================================== 2 x Xeon Gold 6226R .... 70.61 |============================= Xeon Platinum 8280 ..... 74.12 |============================== 2 x Xeon Platinum 8280 . 62.78 |========================= EPYC 7502P ............. 71.56 |============================= 2 x EPYC 7352 .......... 70.29 |============================ 2 x EPYC 7532 .......... 64.69 |========================== EPYC 7F52 .............. 69.54 |============================ 2 x EPYC 7F52 .......... 58.19 |======================== 2 x EPYC 7452 .......... 64.68 |========================== EPYC 7742 .............. 63.79 |========================== EPYC 7262 .............. 113.85 |============================================== 2 x EPYC 7262 .......... 80.66 |================================= EPYC 7F32 .............. 98.78 |======================================== 2 x EPYC 7F32 .......... 70.68 |============================= EPYC 7F72 .............. 66.25 |=========================== 2 x EPYC 7F72 .......... 58.28 |======================== 2 x EPYC 7742 .......... 60.91 |========================= Xeon Gold 6250 ......... 105.60 |=========================================== 2 x Xeon Gold 6250 ..... 73.35 |============================== Xeon Gold 6258R ........ 73.56 |============================== 2 x Xeon Gold 6258R .... 63.05 |========================= Graviton2 .............. 86.15 |=================================== Numpy Benchmark Score > Higher Is Better Xeon Gold 5220R ........ 313.76 |======================================= 2 x Xeon Gold 5220R .... 300.73 |===================================== Xeon Gold 6226R ........ 318.87 |======================================== 2 x Xeon Gold 6226R .... 304.16 |====================================== Xeon Platinum 8280 ..... 330.33 |========================================= 2 x Xeon Platinum 8280 . 321.82 |======================================== EPYC 7502P ............. 314.28 |======================================= 2 x EPYC 7352 .......... 296.14 |===================================== 2 x EPYC 7532 .......... 307.69 |====================================== EPYC 7F52 .............. 366.16 |============================================== 2 x EPYC 7F52 .......... 364.86 |============================================= 2 x EPYC 7452 .......... 310.54 |======================================= EPYC 7742 .............. 317.39 |======================================= EPYC 7262 .............. 329.14 |========================================= 2 x EPYC 7262 .......... 326.72 |========================================= EPYC 7F32 .............. 368.08 |============================================== 2 x EPYC 7F32 .......... 370.14 |============================================== EPYC 7F72 .............. 348.71 |=========================================== 2 x EPYC 7F72 .......... 347.12 |=========================================== 2 x EPYC 7742 .......... 323.70 |======================================== Xeon Gold 6250 ......... 367.44 |============================================== 2 x Xeon Gold 6250 ..... 360.01 |============================================= Xeon Gold 6258R ........ 337.46 |========================================== 2 x Xeon Gold 6258R .... 325.69 |======================================== Graviton2 .............. 194.36 |======================== PHPBench 0.8.1 PHP Benchmark Suite Score > Higher Is Better Xeon Gold 5220R ........ 629690 |======================================== 2 x Xeon Gold 5220R .... 631283 |======================================== Xeon Gold 6226R ........ 632431 |======================================== 2 x Xeon Gold 6226R .... 632601 |======================================== Xeon Platinum 8280 ..... 649164 |========================================= 2 x Xeon Platinum 8280 . 649693 |========================================= EPYC 7502P ............. 526537 |================================= 2 x EPYC 7352 .......... 485243 |============================== 2 x EPYC 7532 .......... 515758 |================================ EPYC 7F52 .............. 604627 |====================================== 2 x EPYC 7F52 .......... 606970 |====================================== 2 x EPYC 7452 .......... 516902 |================================ EPYC 7742 .............. 527173 |================================= EPYC 7262 .............. 527259 |================================= 2 x EPYC 7262 .......... 529981 |================================= EPYC 7F32 .............. 602328 |====================================== 2 x EPYC 7F32 .......... 609673 |====================================== EPYC 7F72 .............. 572134 |==================================== 2 x EPYC 7F72 .......... 560990 |=================================== 2 x EPYC 7742 .......... 527208 |================================= Xeon Gold 6250 ......... 729819 |============================================== 2 x Xeon Gold 6250 ..... 731952 |============================================== Xeon Gold 6258R ........ 643737 |======================================== 2 x Xeon Gold 6258R .... 647832 |========================================= Graviton2 .............. 396410 |========================= Mlpack Benchmark Benchmark: scikit_svm Seconds < Lower Is Better Xeon Gold 5220R ........ 17.82 |=================================== 2 x Xeon Gold 5220R .... 17.92 |==================================== Xeon Gold 6226R ........ 17.92 |==================================== 2 x Xeon Gold 6226R .... 17.77 |=================================== Xeon Platinum 8280 ..... 17.19 |================================== 2 x Xeon Platinum 8280 . 17.19 |================================== EPYC 7502P ............. 14.76 |============================= 2 x EPYC 7352 .......... 16.50 |================================= 2 x EPYC 7532 .......... 17.23 |================================== EPYC 7F52 .............. 12.86 |========================= 2 x EPYC 7F52 .......... 12.99 |========================== 2 x EPYC 7452 .......... 16.39 |================================ EPYC 7742 .............. 14.58 |============================= EPYC 7262 .............. 14.66 |============================= 2 x EPYC 7262 .......... 16.42 |================================= EPYC 7F32 .............. 12.94 |========================== 2 x EPYC 7F32 .......... 13.10 |========================== EPYC 7F72 .............. 13.54 |=========================== 2 x EPYC 7F72 .......... 13.70 |=========================== 2 x EPYC 7742 .......... 15.95 |================================ Xeon Gold 6250 ......... 15.72 |=============================== 2 x Xeon Gold 6250 ..... 15.47 |=============================== Xeon Gold 6258R ........ 17.11 |================================== 2 x Xeon Gold 6258R .... 17.33 |================================== Graviton2 .............. 23.71 |=============================================== PyPerformance 1.0.0 Benchmark: float Milliseconds < Lower Is Better Xeon Gold 5220R ........ 114.0 |=============================== 2 x Xeon Gold 5220R .... 113.0 |============================== Xeon Gold 6226R ........ 115.0 |=============================== 2 x Xeon Gold 6226R .... 113.0 |============================== Xeon Platinum 8280 ..... 109.0 |============================= 2 x Xeon Platinum 8280 . 109.0 |============================= EPYC 7502P ............. 137.0 |===================================== 2 x EPYC 7352 .......... 146.0 |======================================= 2 x EPYC 7532 .......... 139.0 |===================================== EPYC 7F52 .............. 118.0 |================================ 2 x EPYC 7F52 .......... 119.0 |================================ 2 x EPYC 7452 .......... 137.0 |===================================== EPYC 7742 .............. 135.0 |==================================== EPYC 7262 .............. 135.0 |==================================== 2 x EPYC 7262 .......... 135.0 |==================================== EPYC 7F32 .............. 119.0 |================================ 2 x EPYC 7F32 .......... 119.0 |================================ EPYC 7F72 .............. 125.0 |================================== 2 x EPYC 7F72 .......... 125.0 |================================== 2 x EPYC 7742 .......... 135.0 |==================================== Xeon Gold 6250 ......... 96.6 |========================== 2 x Xeon Gold 6250 ..... 96.5 |========================== Xeon Gold 6258R ........ 109.0 |============================= 2 x Xeon Gold 6258R .... 109.0 |============================= Graviton2 .............. 175.0 |=============================================== PyPerformance 1.0.0 Benchmark: django_template Milliseconds < Lower Is Better Xeon Gold 5220R ........ 47.1 |=============================== 2 x Xeon Gold 5220R .... 47.3 |=============================== Xeon Gold 6226R ........ 47.3 |=============================== 2 x Xeon Gold 6226R .... 47.1 |=============================== Xeon Platinum 8280 ..... 46.2 |============================== 2 x Xeon Platinum 8280 . 45.9 |============================== EPYC 7502P ............. 59.3 |======================================= 2 x EPYC 7352 .......... 63.4 |========================================= 2 x EPYC 7532 .......... 60.8 |======================================== EPYC 7F52 .............. 49.1 |================================ 2 x EPYC 7F52 .......... 50.0 |================================= 2 x EPYC 7452 .......... 60.1 |======================================= EPYC 7742 .............. 57.6 |====================================== EPYC 7262 .............. 56.5 |===================================== 2 x EPYC 7262 .......... 56.7 |===================================== EPYC 7F32 .............. 49.0 |================================ 2 x EPYC 7F32 .......... 49.7 |================================ EPYC 7F72 .............. 53.3 |=================================== 2 x EPYC 7F72 .......... 53.2 |=================================== 2 x EPYC 7742 .......... 58.4 |====================================== Xeon Gold 6250 ......... 40.9 |=========================== 2 x Xeon Gold 6250 ..... 40.7 |=========================== Xeon Gold 6258R ........ 46.0 |============================== 2 x Xeon Gold 6258R .... 46.1 |============================== Graviton2 .............. 73.6 |================================================ PyBench 2018-02-16 Total For Average Test Times Milliseconds < Lower Is Better Xeon Gold 5220R ........ 1114 |=============================== 2 x Xeon Gold 5220R .... 1100 |=============================== Xeon Gold 6226R ........ 1103 |=============================== 2 x Xeon Gold 6226R .... 1104 |=============================== Xeon Platinum 8280 ..... 1076 |============================== 2 x Xeon Platinum 8280 . 1073 |============================== EPYC 7502P ............. 1155 |================================= 2 x EPYC 7352 .......... 1230 |=================================== 2 x EPYC 7532 .......... 1170 |================================= EPYC 7F52 .............. 987 |============================ 2 x EPYC 7F52 .......... 997 |============================ 2 x EPYC 7452 .......... 1155 |================================= EPYC 7742 .............. 1135 |================================ EPYC 7262 .............. 1135 |================================ 2 x EPYC 7262 .......... 1138 |================================ EPYC 7F32 .............. 994 |============================ 2 x EPYC 7F32 .......... 994 |============================ EPYC 7F72 .............. 1065 |============================== 2 x EPYC 7F72 .......... 1045 |============================= 2 x EPYC 7742 .......... 1153 |================================= Xeon Gold 6250 ......... 955 |=========================== 2 x Xeon Gold 6250 ..... 956 |=========================== Xeon Gold 6258R ........ 1076 |============================== 2 x Xeon Gold 6258R .... 1073 |============================== Graviton2 .............. 1702 |================================================ Scikit-Learn 0.22.1 Seconds < Lower Is Better Xeon Gold 5220R ........ 10.112 |================================= 2 x Xeon Gold 5220R .... 10.458 |================================== Xeon Gold 6226R ........ 9.924 |================================= 2 x Xeon Gold 6226R .... 10.449 |================================== Xeon Platinum 8280 ..... 9.127 |============================== 2 x Xeon Platinum 8280 . 9.392 |=============================== EPYC 7502P ............. 10.618 |=================================== 2 x EPYC 7352 .......... 11.531 |====================================== 2 x EPYC 7532 .......... 10.913 |==================================== EPYC 7F52 .............. 9.571 |=============================== 2 x EPYC 7F52 .......... 9.888 |================================ 2 x EPYC 7452 .......... 10.788 |=================================== EPYC 7742 .............. 10.463 |================================== EPYC 7262 .............. 10.894 |==================================== 2 x EPYC 7262 .......... 10.823 |=================================== EPYC 7F32 .............. 9.742 |================================ 2 x EPYC 7F32 .......... 9.735 |================================ EPYC 7F72 .............. 9.928 |================================= 2 x EPYC 7F72 .......... 10.125 |================================= 2 x EPYC 7742 .......... 10.533 |=================================== Xeon Gold 6250 ......... 8.525 |============================ 2 x Xeon Gold 6250 ..... 8.819 |============================= Xeon Gold 6258R ........ 9.283 |============================== 2 x Xeon Gold 6258R .... 9.452 |=============================== Graviton2 .............. 14.035 |============================================== Mlpack Benchmark Benchmark: scikit_linearridgeregression Seconds < Lower Is Better Xeon Gold 5220R ........ 2.25 |========================================== 2 x Xeon Gold 5220R .... 2.39 |============================================ Xeon Gold 6226R ........ 1.93 |==================================== 2 x Xeon Gold 6226R .... 2.08 |======================================= Xeon Platinum 8280 ..... 1.67 |=============================== 2 x Xeon Platinum 8280 . 1.82 |================================== EPYC 7502P ............. 1.81 |================================== 2 x EPYC 7352 .......... 2.29 |=========================================== 2 x EPYC 7532 .......... 1.95 |==================================== EPYC 7F52 .............. 1.78 |================================= 2 x EPYC 7F52 .......... 1.95 |==================================== 2 x EPYC 7452 .......... 1.97 |===================================== EPYC 7742 .............. 1.66 |=============================== EPYC 7262 .............. 2.58 |================================================ 2 x EPYC 7262 .......... 2.23 |========================================= EPYC 7F32 .............. 2.25 |========================================== 2 x EPYC 7F32 .......... 1.99 |===================================== EPYC 7F72 .............. 1.69 |=============================== 2 x EPYC 7F72 .......... 1.84 |================================== 2 x EPYC 7742 .......... 1.76 |================================= Xeon Gold 6250 ......... 2.07 |======================================= 2 x Xeon Gold 6250 ..... 1.74 |================================ Xeon Gold 6258R ........ 1.66 |=============================== 2 x Xeon Gold 6258R .... 1.78 |================================= Graviton2 .............. 1.76 |================================= Himeno Benchmark 3.0 Poisson Pressure Solver MFLOPS > Higher Is Better Xeon Gold 5220R ........ 3398.40 |=================================== 2 x Xeon Gold 5220R .... 3404.69 |=================================== Xeon Gold 6226R ........ 3401.16 |=================================== 2 x Xeon Gold 6226R .... 3410.38 |=================================== Xeon Platinum 8280 ..... 3510.21 |==================================== 2 x Xeon Platinum 8280 . 3514.60 |==================================== EPYC 7502P ............. 3883.48 |======================================== 2 x EPYC 7352 .......... 3647.33 |====================================== 2 x EPYC 7532 .......... 3783.18 |======================================= EPYC 7F52 .............. 4370.13 |============================================= 2 x EPYC 7F52 .......... 4303.72 |============================================ 2 x EPYC 7452 .......... 3777.67 |======================================= EPYC 7742 .............. 3820.89 |======================================= EPYC 7262 .............. 3864.65 |======================================== 2 x EPYC 7262 .......... 3712.16 |====================================== EPYC 7F32 .............. 4244.54 |============================================ 2 x EPYC 7F32 .......... 4225.88 |============================================ EPYC 7F72 .............. 4212.89 |=========================================== 2 x EPYC 7F72 .......... 4118.01 |========================================== 2 x EPYC 7742 .......... 3861.38 |======================================== Xeon Gold 6250 ......... 3890.93 |======================================== 2 x Xeon Gold 6250 ..... 3934.56 |========================================= Xeon Gold 6258R ........ 3515.82 |==================================== 2 x Xeon Gold 6258R .... 3526.77 |==================================== Graviton2 .............. 2904.94 |============================== PyPerformance 1.0.0 Benchmark: regex_compile Milliseconds < Lower Is Better Xeon Gold 5220R ........ 168 |====================================== 2 x Xeon Gold 5220R .... 167 |====================================== Xeon Gold 6226R ........ 168 |====================================== 2 x Xeon Gold 6226R .... 167 |====================================== Xeon Platinum 8280 ..... 164 |===================================== 2 x Xeon Platinum 8280 . 164 |===================================== EPYC 7502P ............. 203 |============================================== 2 x EPYC 7352 .......... 216 |================================================= 2 x EPYC 7532 .......... 210 |================================================ EPYC 7F52 .............. 173 |======================================= 2 x EPYC 7F52 .......... 175 |======================================== 2 x EPYC 7452 .......... 204 |============================================== EPYC 7742 .............. 199 |============================================= EPYC 7262 .............. 202 |============================================== 2 x EPYC 7262 .......... 202 |============================================== EPYC 7F32 .............. 176 |======================================== 2 x EPYC 7F32 .......... 177 |======================================== EPYC 7F72 .............. 185 |========================================== 2 x EPYC 7F72 .......... 184 |========================================== 2 x EPYC 7742 .......... 204 |============================================== Xeon Gold 6250 ......... 145 |================================= 2 x Xeon Gold 6250 ..... 145 |================================= Xeon Gold 6258R ........ 164 |===================================== 2 x Xeon Gold 6258R .... 163 |===================================== Graviton2 .............. 213 |================================================ Scikit-Learn 0.22.1 Performance / Cost - Seconds x Dollar < Lower Is Better Xeon Gold 5220R ..... 17453.31 |======================= 2 x Xeon Gold 5220R . 36101.02 |=============================================== Xeon Gold 6226R ..... 14399.72 |=================== 2 x Xeon Gold 6226R . 30323.00 |======================================= EPYC 7502P .......... 26322.02 |================================== 2 x EPYC 7352 ....... 34777.50 |============================================= Mlpack Benchmark Performance / Cost - Benchmark: scikit_linearridgeregression Seconds x Dollar < Lower Is Better Xeon Gold 5220R ..... 3883.50 |======================= 2 x Xeon Gold 5220R . 8250.28 |================================================ Xeon Gold 6226R ..... 2800.43 |================ 2 x Xeon Gold 6226R . 6036.16 |=================================== EPYC 7502P .......... 4486.99 |========================== 2 x EPYC 7352 ....... 6906.64 |======================================== Mlpack Benchmark Performance / Cost - Benchmark: scikit_svm Seconds x Dollar < Lower Is Better Xeon Gold 5220R ..... 30757.32 |======================= 2 x Xeon Gold 5220R . 61859.84 |=============================================== Xeon Gold 6226R ..... 26001.92 |==================== 2 x Xeon Gold 6226R . 51568.54 |======================================= EPYC 7502P .......... 36590.04 |============================ 2 x EPYC 7352 ....... 49764.00 |====================================== Mlpack Benchmark Performance / Cost - Benchmark: scikit_ica Seconds x Dollar < Lower Is Better Xeon Gold 5220R ..... 117695.94 |==================== 2 x Xeon Gold 5220R . 267219.32 |============================================== Xeon Gold 6226R ..... 89700.82 |=============== 2 x Xeon Gold 6226R . 216576.26 |===================================== EPYC 7502P .......... 170827.89 |============================= 2 x EPYC 7352 ....... 211964.48 |==================================== PHPBench 0.8.1 Performance / Cost - PHP Benchmark Suite Score Per Dollar > Higher Is Better Xeon Gold 5220R ..... 364.83 |========================================= 2 x Xeon Gold 5220R . 182.88 |===================== Xeon Gold 6226R ..... 435.86 |================================================= 2 x Xeon Gold 6226R . 217.99 |========================= EPYC 7502P .......... 212.40 |======================== 2 x EPYC 7352 ....... 160.89 |================== PyPerformance 1.0.0 Performance / Cost - Benchmark: django_template Milliseconds x Dollar < Lower Is Better Xeon Gold 5220R ..... 81294.60 |==================== 2 x Xeon Gold 5220R . 163279.60 |======================================= Xeon Gold 6226R ..... 68632.30 |================= 2 x Xeon Gold 6226R . 136684.20 |================================= EPYC 7502P .......... 147004.70 |=================================== 2 x EPYC 7352 ....... 191214.40 |============================================== PyPerformance 1.0.0 Performance / Cost - Benchmark: regex_compile Milliseconds x Dollar < Lower Is Better Xeon Gold 5220R ..... 289968.00 |==================== 2 x Xeon Gold 5220R . 576484.00 |========================================= Xeon Gold 6226R ..... 243768.00 |================= 2 x Xeon Gold 6226R . 484634.00 |================================== EPYC 7502P .......... 503237.00 |==================================== 2 x EPYC 7352 ....... 651456.00 |============================================== PyPerformance 1.0.0 Performance / Cost - Benchmark: float Milliseconds x Dollar < Lower Is Better Xeon Gold 5220R ..... 196764.00 |===================== 2 x Xeon Gold 5220R . 390076.00 |========================================= Xeon Gold 6226R ..... 166865.00 |================= 2 x Xeon Gold 6226R . 327926.00 |================================== EPYC 7502P .......... 339623.00 |=================================== 2 x EPYC 7352 ....... 440336.00 |============================================== PyBench 2018-02-16 Performance / Cost - Total For Average Test Times Milliseconds x Dollar < Lower Is Better Xeon Gold 5220R ..... 1922764.00 |======================= 2 x Xeon Gold 5220R . 3797200.00 |============================================= Xeon Gold 6226R ..... 1600453.00 |=================== 2 x Xeon Gold 6226R . 3203808.00 |====================================== EPYC 7502P .......... 2863245.00 |================================== 2 x EPYC 7352 ....... 3709680.00 |============================================ Basis Universal 1.12 Performance / Cost - Settings: UASTC Level 3 Seconds x Dollar < Lower Is Better Xeon Gold 5220R ..... 80618.01 |======================================= 2 x Xeon Gold 5220R . 96590.41 |=============================================== Xeon Gold 6226R ..... 65212.29 |================================ 2 x Xeon Gold 6226R . 79009.85 |====================================== EPYC 7502P .......... 62327.02 |============================== 2 x EPYC 7352 ....... 63510.93 |=============================== Numpy Benchmark Performance / Cost - Score Per Dollar > Higher Is Better Xeon Gold 5220R ..... 0.182 |========================================= 2 x Xeon Gold 5220R . 0.087 |==================== Xeon Gold 6226R ..... 0.220 |================================================== 2 x Xeon Gold 6226R . 0.105 |======================== EPYC 7502P .......... 0.127 |============================= 2 x EPYC 7352 ....... 0.098 |====================== Build2 0.12 Performance / Cost - Time To Compile Seconds x Dollar < Lower Is Better Xeon Gold 5220R ..... 158172.37 |============================= 2 x Xeon Gold 5220R . 249065.25 |============================================== Xeon Gold 6226R ..... 129105.63 |======================== 2 x Xeon Gold 6226R . 204904.42 |====================================== EPYC 7502P .......... 177392.28 |================================= 2 x EPYC 7352 ....... 211985.59 |======================================= Timed LLVM Compilation 10.0 Performance / Cost - Time To Compile Seconds x Dollar < Lower Is Better Xeon Gold 5220R ..... 742915.28 |=================================== 2 x Xeon Gold 5220R . 989971.46 |============================================== Xeon Gold 6226R ..... 628560.14 |============================= 2 x Xeon Gold 6226R . 811637.16 |====================================== EPYC 7502P .......... 711787.83 |================================= 2 x EPYC 7352 ....... 749681.09 |=================================== Timed Linux Kernel Compilation 5.4 Performance / Cost - Time To Compile Seconds x Dollar < Lower Is Better Xeon Gold 5220R ..... 101854.71 |===================================== 2 x Xeon Gold 5220R . 126684.95 |============================================== Xeon Gold 6226R ..... 83827.17 |============================== 2 x Xeon Gold 6226R . 106198.69 |======================================= EPYC 7502P .......... 91757.71 |================================= 2 x EPYC 7352 ....... 93122.02 |================================== Himeno Benchmark 3.0 Performance / Cost - Poisson Pressure Solver MFLOPS Per Dollar > Higher Is Better Xeon Gold 5220R ..... 1.969 |========================================== 2 x Xeon Gold 5220R . 0.986 |===================== Xeon Gold 6226R ..... 2.344 |================================================== 2 x Xeon Gold 6226R . 1.175 |========================= EPYC 7502P .......... 1.567 |================================= 2 x EPYC 7352 ....... 1.209 |========================== dav1d 0.6.0 Performance / Cost - Video Input: Chimera 1080p 10-bit FPS Per Dollar > Higher Is Better Xeon Gold 5220R ..... 0.034 |====================================== 2 x Xeon Gold 5220R . 0.021 |======================= Xeon Gold 6226R ..... 0.043 |================================================ 2 x Xeon Gold 6226R . 0.025 |============================ EPYC 7502P .......... 0.045 |================================================== 2 x EPYC 7352 ....... 0.041 |============================================== dav1d 0.6.0 Performance / Cost - Video Input: Summer Nature 1080p FPS Per Dollar > Higher Is Better Xeon Gold 5220R ..... 0.159 |==================================== 2 x Xeon Gold 5220R . 0.093 |===================== Xeon Gold 6226R ..... 0.212 |================================================ 2 x Xeon Gold 6226R . 0.124 |============================ EPYC 7502P .......... 0.221 |================================================== 2 x EPYC 7352 ....... 0.188 |=========================================== dav1d 0.6.0 Performance / Cost - Video Input: Summer Nature 4K FPS Per Dollar > Higher Is Better Xeon Gold 5220R ..... 0.093 |======================================== 2 x Xeon Gold 5220R . 0.052 |====================== Xeon Gold 6226R ..... 0.117 |================================================== 2 x Xeon Gold 6226R . 0.070 |============================== EPYC 7502P .......... 0.105 |============================================= 2 x EPYC 7352 ....... 0.087 |===================================== John The Ripper 1.9.0-jumbo-1 Performance / Cost - Test: Blowfish Real C/S Per Dollar > Higher Is Better Xeon Gold 5220R ..... 14.80 |===================================== 2 x Xeon Gold 5220R . 14.87 |===================================== Xeon Gold 6226R ..... 18.70 |=============================================== 2 x Xeon Gold 6226R . 18.43 |============================================== EPYC 7502P .......... 17.59 |============================================ 2 x EPYC 7352 ....... 19.94 |================================================== Nettle 3.5.1 Performance / Cost - Test: sha512 Mbyte/s Per Dollar > Higher Is Better Xeon Gold 5220R ..... 0.281 |========================================== 2 x Xeon Gold 5220R . 0.142 |===================== Xeon Gold 6226R ..... 0.337 |================================================== 2 x Xeon Gold 6226R . 0.169 |========================= EPYC 7502P .......... 0.195 |============================= 2 x EPYC 7352 ....... 0.151 |====================== Nettle 3.5.1 Performance / Cost - Test: chacha Mbyte/s Per Dollar > Higher Is Better Xeon Gold 5220R ..... 0.591 |========================================== 2 x Xeon Gold 5220R . 0.297 |===================== Xeon Gold 6226R ..... 0.706 |================================================== 2 x Xeon Gold 6226R . 0.353 |========================= EPYC 7502P .......... 0.307 |====================== 2 x EPYC 7352 ....... 0.237 |================= Nettle 3.5.1 Performance / Cost - Test: aes256 Mbyte/s Per Dollar > Higher Is Better Xeon Gold 5220R ..... 3.554 |========================================== 2 x Xeon Gold 5220R . 1.784 |===================== Xeon Gold 6226R ..... 4.246 |================================================== 2 x Xeon Gold 6226R . 2.122 |========================= EPYC 7502P .......... 1.907 |====================== 2 x EPYC 7352 ....... 1.474 |================= Timed MrBayes Analysis 3.2.7 Performance / Cost - Primate Phylogeny Analysis Seconds x Dollar < Lower Is Better Xeon Gold 5220R ..... 232117.66 |======================= 2 x Xeon Gold 5220R . 465771.46 |============================================== Xeon Gold 6226R ..... 179491.60 |================== 2 x Xeon Gold 6226R . 360596.72 |==================================== EPYC 7502P .......... 232131.08 |======================= 2 x EPYC 7352 ....... 308509.66 |============================== High Performance Conjugate Gradient 3.1 Performance / Cost - GFLOP/s Per Dollar > Higher Is Better Xeon Gold 5220R ..... 0.008 |======================================== 2 x Xeon Gold 5220R . 0.007 |=================================== Xeon Gold 6226R ..... 0.010 |================================================== 2 x Xeon Gold 6226R . 0.009 |============================================= EPYC 7502P .......... 0.006 |============================== 2 x EPYC 7352 ....... 0.009 |=============================================