EPYC 7262 Linux Ubuntu Benchmarks EPYC and Xeon benchmarks for a future article. EPYC 7251: Processor: AMD EPYC 7251 8-Core @ 2.10GHz (8 Cores / 16 Threads), Motherboard: ASRockRack EPYCD8 (P2.10 BIOS), Chipset: AMD 17h, Memory: 8 x 16384 MB DDR4-3200MT/s 18ASF2G72PDZ-3G2E1, Disk: 525GB 2115, Graphics: llvmpipe 126GB, Monitor: 3 x VE228, Network: 2 x Intel I350 OS: Ubuntu 20.04, Kernel: 5.4.0-14-generic (x86_64), Desktop: GNOME Shell 3.35.91, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, OpenGL: 3.3 Mesa 20.0.0 (LLVM 9.0.1 128 bits), Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 EPYC 7232P: Processor: AMD EPYC 7232P 8-Core @ 3.10GHz (8 Cores / 16 Threads), Motherboard: ASRockRack EPYCD8 (P2.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 8 x 16384 MB DDR4-3200MT/s 18ASF2G72PDZ-3G2E1, Disk: 525GB 2115, Graphics: llvmpipe 126GB, Audio: AMD Starship/Matisse, Monitor: 4 x VE228 + 3 x G237HL + DELL S2409W, Network: 2 x Intel I350 OS: Ubuntu 20.04, Kernel: 5.4.0-14-generic (x86_64), Desktop: GNOME Shell 3.35.91, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, OpenGL: 3.3 Mesa 20.0.0 (LLVM 9.0.1 128 bits), 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: ASRockRack EPYCD8 (P2.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 8 x 16384 MB DDR4-3200MT/s 18ASF2G72PDZ-3G2E1, Disk: 525GB 2115, Graphics: llvmpipe 126GB, Audio: AMD Starship/Matisse, Monitor: 2 x VE228, Network: 2 x Intel I350 OS: Ubuntu 20.04, Kernel: 5.4.0-14-generic (x86_64), Desktop: GNOME Shell 3.35.91, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, OpenGL: 3.3 Mesa 20.0.0 (LLVM 9.0.1 128 bits), Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 Xeon E5-1680 v3: Processor: Intel Xeon E5-1680 v3 @ 3.80GHz (8 Cores / 16 Threads), Motherboard: ASUS X99-A (3902 BIOS), Chipset: Intel Xeon E7 v3/Xeon, Memory: 4 x 4096 MB DDR4-2400MT/s CRUCIAL, Disk: PNY CS900 240GB + 525GB 2115, Graphics: eVGA NVIDIA NVE7 1GB, Audio: Realtek ALC1150, Monitor: 3 x VE228 + G237HL, Network: Intel I218-V OS: Ubuntu 20.04, Kernel: 5.4.0-14-generic (x86_64), Desktop: GNOME Shell 3.35.91, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, OpenGL: 4.3 Mesa 20.0.0, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 Xeon E5-2609 v4: Processor: Intel Xeon E5-2609 v4 @ 1.70GHz (8 Cores), Motherboard: MSI X99A RAIDER (MS-7885) v5.0 (P.50 BIOS), Chipset: Intel Xeon E7 v4/Xeon, Memory: 4 x 4096 MB DDR4-2133MT/s, Disk: 525GB 2115 + 256GB CORSAIR FORCE LX, Graphics: eVGA NVIDIA NV117 1GB, Audio: Realtek ALC892, Monitor: 3 x VE228 + 2 x G237HL, Network: Intel I218-V OS: Ubuntu 20.04, Kernel: 5.4.0-14-generic (x86_64), Desktop: GNOME Shell 3.35.91, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, OpenGL: 4.3 Mesa 20.0.0, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 Xeon E5-2687W v3: Processor: Intel Xeon E5-2687W v3 @ 3.50GHz (10 Cores / 20 Threads), Motherboard: MSI X99S SLI PLUS (MS-7885) v1.0 (1.E0 BIOS), Chipset: Intel Xeon E7 v3/Xeon, Memory: 4 x 8192 MB DDR4-2400MT/s, Disk: 525GB 2115 + 80GB INTEL SSDSCKGW08, Graphics: NVIDIA NVE4 2GB, Audio: Realtek ALC892, Monitor: 3 x VE228 + 3 x G237HL, Network: Intel I218-V OS: Ubuntu 20.04, Kernel: 5.4.0-14-generic (x86_64), Desktop: GNOME Shell 3.35.91, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, OpenGL: 4.3 Mesa 20.0.0, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 Xeon E3-1275 v6: Processor: Intel Xeon E3-1275 v6 @ 4.20GHz (4 Cores / 8 Threads), Motherboard: ASUS P10S-M WS (4401 BIOS), Chipset: Intel Xeon E3-1200 v6/7th, Memory: 2 x 8192 MB DDR4-2400MT/s, Disk: Samsung SSD 970 EVO Plus 500GB + 525GB 2115, Graphics: Intel HD P630 3GB (1150MHz), Audio: Realtek ALC1150, Monitor: 3 x VE228 + 3 x G237HL + DELL S2409W, Network: 2 x Intel I210 OS: Ubuntu 20.04, Kernel: 5.4.0-14-generic (x86_64), Desktop: GNOME Shell 3.35.91, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, OpenGL: 4.6 Mesa 20.0.0, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 High Performance Conjugate Gradient 3.1 GFLOP/s > Higher Is Better EPYC 7251 ........ 12.77230 |================================================ EPYC 7232P ....... 8.72774 |================================= EPYC 7262 ........ 13.33310 |================================================== Xeon E5-1680 v3 .. 6.39987 |======================== Xeon E5-2609 v4 .. 5.14029 |=================== Xeon E5-2687W v3 . 5.92559 |====================== Xeon E3-1275 v6 .. 3.48984 |============= NAS Parallel Benchmarks 3.4 Test / Class: CG.C Total Mop/s > Higher Is Better EPYC 7251 ....... 10593.89 |=============================================== EPYC 7232P ...... 9653.58 |=========================================== EPYC 7262 ....... 11452.55 |=================================================== Xeon E5-1680 v3 . 4721.68 |===================== Xeon E5-2609 v4 . 3517.24 |================ Xeon E3-1275 v6 . 3681.89 |================ NAS Parallel Benchmarks 3.4 Test / Class: FT.C Total Mop/s > Higher Is Better EPYC 7251 ........ 18044.00 |==================================== EPYC 7232P ....... 21739.39 |=========================================== EPYC 7262 ........ 25189.43 |================================================== Xeon E5-1680 v3 .. 13246.38 |========================== Xeon E5-2609 v4 .. 8103.92 |================ Xeon E5-2687W v3 . 11111.79 |====================== Xeon E3-1275 v6 .. 9245.84 |================== NAS Parallel Benchmarks 3.4 Test / Class: LU.C Total Mop/s > Higher Is Better EPYC 7251 ....... 31901.11 |========================================== EPYC 7232P ...... 33830.69 |============================================ EPYC 7262 ....... 39012.20 |=================================================== Xeon E5-1680 v3 . 25323.51 |================================= Xeon E5-2609 v4 . 16156.47 |===================== Xeon E3-1275 v6 . 17211.90 |======================= NAS Parallel Benchmarks 3.4 Test / Class: MG.C Total Mop/s > Higher Is Better EPYC 7251 ........ 32103.71 |==================================== EPYC 7232P ....... 29921.78 |================================== EPYC 7262 ........ 44250.81 |================================================== Xeon E5-1680 v3 .. 16225.01 |================== Xeon E5-2609 v4 .. 13023.45 |=============== Xeon E5-2687W v3 . 15146.16 |================= Xeon E3-1275 v6 .. 8270.36 |========= NAS Parallel Benchmarks 3.4 Test / Class: SP.B Total Mop/s > Higher Is Better EPYC 7251 ........ 11054.06 |======================================= EPYC 7232P ....... 10465.70 |===================================== EPYC 7262 ........ 14161.54 |================================================== Xeon E5-1680 v3 .. 7518.72 |=========================== Xeon E5-2609 v4 .. 5415.27 |=================== Xeon E5-2687W v3 . 8142.90 |============================= Xeon E3-1275 v6 .. 5146.55 |================== CloverLeaf Lagrangian-Eulerian Hydrodynamics Seconds < Lower Is Better EPYC 7251 ........ 1.74 |================== EPYC 7232P ....... 1.93 |==================== EPYC 7262 ........ 1.05 |=========== Xeon E5-1680 v3 .. 3.60 |====================================== Xeon E5-2609 v4 .. 4.06 |=========================================== Xeon E5-2687W v3 . 3.80 |======================================== Xeon E3-1275 v6 .. 5.12 |====================================================== Nebular Empirical Analysis Tool 2020-02-29 Seconds < Lower Is Better EPYC 7251 ........ 30.79 |================================ EPYC 7232P ....... 21.95 |======================= EPYC 7262 ........ 20.41 |===================== Xeon E5-1680 v3 .. 24.05 |========================= Xeon E5-2609 v4 .. 51.45 |===================================================== Xeon E5-2687W v3 . 23.79 |========================= Xeon E3-1275 v6 .. 31.12 |================================ x264 2019-12-17 H.264 Video Encoding Frames Per Second > Higher Is Better EPYC 7251 ........ 56.01 |====================================== EPYC 7232P ....... 72.87 |================================================= EPYC 7262 ........ 78.50 |===================================================== Xeon E5-1680 v3 .. 61.55 |========================================== Xeon E5-2609 v4 .. 25.41 |================= Xeon E5-2687W v3 . 74.66 |================================================== Xeon E3-1275 v6 .. 44.60 |============================== x265 3.1.2 H.265 1080p Video Encoding Frames Per Second > Higher Is Better EPYC 7251 ........ 25.17 |================================ EPYC 7232P ....... 38.55 |================================================== EPYC 7262 ........ 41.07 |===================================================== Xeon E5-1680 v3 .. 36.40 |=============================================== Xeon E5-2609 v4 .. 19.75 |========================= Xeon E5-2687W v3 . 38.35 |================================================= Xeon E3-1275 v6 .. 34.44 |============================================ ACES DGEMM 1.0 Sustained Floating-Point Rate GFLOP/s > Higher Is Better EPYC 7251 ........ 1.496863 |=========================== EPYC 7232P ....... 1.661652 |============================== EPYC 7262 ........ 2.776224 |================================================== Xeon E5-1680 v3 .. 1.930410 |=================================== Xeon E5-2609 v4 .. 2.441057 |============================================ Xeon E5-2687W v3 . 2.171859 |======================================= Xeon E3-1275 v6 .. 1.136336 |==================== Timed GDB GNU Debugger Compilation 9.1 Time To Compile Seconds < Lower Is Better EPYC 7251 ........ 175.91 |===================================== EPYC 7232P ....... 137.56 |============================= EPYC 7262 ........ 129.30 |=========================== Xeon E5-1680 v3 .. 161.78 |================================== Xeon E5-2609 v4 .. 248.80 |==================================================== Xeon E5-2687W v3 . 161.06 |================================== Xeon E3-1275 v6 .. 142.18 |============================== Timed Linux Kernel Compilation 5.4 Time To Compile Seconds < Lower Is Better EPYC 7251 ........ 132.44 |============================ EPYC 7232P ....... 103.11 |====================== EPYC 7262 ........ 91.83 |=================== Xeon E5-1680 v3 .. 117.87 |========================= Xeon E5-2609 v4 .. 248.19 |==================================================== Xeon E5-2687W v3 . 107.60 |======================= Xeon E3-1275 v6 .. 176.39 |===================================== Timed MPlayer Compilation 1.4 Time To Compile Seconds < Lower Is Better EPYC 7251 ........ 59.25 |=========================== EPYC 7232P ....... 45.25 |===================== EPYC 7262 ........ 39.76 |================== Xeon E5-1680 v3 .. 52.35 |======================== Xeon E5-2609 v4 .. 112.46 |==================================================== Xeon E5-2687W v3 . 48.14 |====================== Xeon E3-1275 v6 .. 80.62 |===================================== Timed PHP Compilation 7.4.2 Time To Compile Seconds < Lower Is Better EPYC 7251 ........ 100.05 |================================ EPYC 7232P ....... 76.08 |======================== EPYC 7262 ........ 67.90 |====================== Xeon E5-1680 v3 .. 81.45 |========================== Xeon E5-2609 v4 .. 161.90 |==================================================== Xeon E5-2687W v3 . 81.86 |========================== Xeon E3-1275 v6 .. 99.84 |================================ Build2 0.12 Time To Compile Seconds < Lower Is Better EPYC 7251 ........ 170.43 |============================= EPYC 7232P ....... 132.76 |====================== EPYC 7262 ........ 115.89 |==================== Xeon E5-1680 v3 .. 149.81 |========================= Xeon E5-2609 v4 .. 307.18 |==================================================== Xeon E5-2687W v3 . 144.06 |======================== Xeon E3-1275 v6 .. 223.03 |====================================== C-Ray 1.1 Total Time - 4K, 16 Rays Per Pixel Seconds < Lower Is Better EPYC 7251 ........ 88.81 |===================== EPYC 7232P ....... 79.23 |=================== EPYC 7262 ........ 74.73 |================= Xeon E5-1680 v3 .. 105.99 |========================= Xeon E5-2609 v4 .. 222.18 |==================================================== Xeon E5-2687W v3 . 92.75 |====================== Xeon E3-1275 v6 .. 160.74 |====================================== rays1bench 2020-01-09 Large Scene mrays/s > Higher Is Better EPYC 7251 ........ 27.03 |============================ EPYC 7232P ....... 48.31 |================================================== EPYC 7262 ........ 50.80 |===================================================== Xeon E5-1680 v3 .. 38.98 |========================================= Xeon E5-2609 v4 .. 16.62 |================= Xeon E5-2687W v3 . 45.33 |=============================================== Xeon E3-1275 v6 .. 27.17 |============================ Numpy Benchmark Score > Higher Is Better EPYC 7251 ........ 216.18 |================================== EPYC 7232P ....... 278.08 |=========================================== EPYC 7262 ........ 315.54 |================================================= Xeon E5-1680 v3 .. 279.58 |============================================ Xeon E5-2609 v4 .. 139.61 |====================== Xeon E5-2687W v3 . 248.68 |======================================= Xeon E3-1275 v6 .. 332.84 |==================================================== Tachyon 0.99b6 Total Time Seconds < Lower Is Better EPYC 7251 ........ 140.97 |========================= EPYC 7232P ....... 112.25 |==================== EPYC 7262 ........ 106.19 |=================== Xeon E5-1680 v3 .. 138.99 |========================= Xeon E5-2609 v4 .. 288.70 |==================================================== Xeon E5-2687W v3 . 121.99 |====================== Xeon E3-1275 v6 .. 202.30 |==================================== RawTherapee Total Benchmark Time Seconds < Lower Is Better EPYC 7251 ........ 92.64 |=============================== EPYC 7232P ....... 73.08 |========================= EPYC 7262 ........ 70.58 |======================== Xeon E5-1680 v3 .. 77.67 |========================== Xeon E5-2609 v4 .. 153.86 |==================================================== Xeon E5-2687W v3 . 77.69 |========================== Xeon E3-1275 v6 .. 89.19 |============================== Chaos Group V-RAY 4.10.07 Mode: CPU Ksamples > Higher Is Better EPYC 7251 ........ 7724 |================================== EPYC 7232P ....... 10562 |============================================== EPYC 7262 ........ 12105 |===================================================== Xeon E5-1680 v3 .. 10382 |============================================= Xeon E5-2609 v4 .. 4711 |===================== Xeon E5-2687W v3 . 11702 |=================================================== Xeon E3-1275 v6 .. 6666 |============================= Numenta Anomaly Benchmark 1.1 Detector: Relative Entropy Seconds < Lower Is Better EPYC 7251 ........ 28.82 |============================ EPYC 7232P ....... 23.74 |======================= EPYC 7262 ........ 21.94 |===================== Xeon E5-1680 v3 .. 27.01 |========================== Xeon E5-2609 v4 .. 54.18 |===================================================== Xeon E5-2687W v3 . 27.74 |=========================== Xeon E3-1275 v6 .. 37.29 |==================================== Numenta Anomaly Benchmark 1.1 Detector: Windowed Gaussian Seconds < Lower Is Better EPYC 7251 ........ 15.59 |========================== EPYC 7232P ....... 13.46 |====================== EPYC 7262 ........ 12.36 |==================== Xeon E5-1680 v3 .. 14.58 |======================== Xeon E5-2609 v4 .. 32.28 |===================================================== Xeon E5-2687W v3 . 13.50 |====================== Xeon E3-1275 v6 .. 23.22 |====================================== Numenta Anomaly Benchmark 1.1 Detector: Earthgecko Skyline Seconds < Lower Is Better EPYC 7251 ........ 181.61 |================================= EPYC 7232P ....... 142.45 |========================== EPYC 7262 ........ 112.91 |===================== Xeon E5-1680 v3 .. 152.93 |============================ Xeon E5-2609 v4 .. 286.08 |==================================================== Xeon E5-2687W v3 . 148.13 |=========================== Xeon E3-1275 v6 .. 233.76 |========================================== Numenta Anomaly Benchmark 1.1 Detector: Bayesian Changepoint Seconds < Lower Is Better EPYC 7251 ........ 56.26 |================================ EPYC 7232P ....... 43.43 |========================= EPYC 7262 ........ 38.93 |====================== Xeon E5-1680 v3 .. 59.43 |================================== Xeon E5-2609 v4 .. 93.06 |===================================================== Xeon E5-2687W v3 . 62.06 |=================================== Xeon E3-1275 v6 .. 66.33 |====================================== Appleseed 2.0 Beta Scene: Emily Seconds < Lower Is Better EPYC 7251 ........ 647.77 |========================== EPYC 7232P ....... 504.47 |==================== EPYC 7262 ........ 449.25 |================== Xeon E5-1680 v3 .. 566.08 |======================= Xeon E5-2609 v4 .. 1277.50 |=================================================== Xeon E5-2687W v3 . 506.48 |==================== Xeon E3-1275 v6 .. 861.40 |================================== Mlpack Benchmark Benchmark: scikit_qda Seconds < Lower Is Better EPYC 7251 ........ 74.14 |================================================ EPYC 7232P ....... 47.03 |=============================== EPYC 7262 ........ 40.40 |========================== Xeon E5-1680 v3 .. 61.66 |======================================== Xeon E5-2609 v4 .. 81.30 |===================================================== Xeon E5-2687W v3 . 64.79 |========================================== Xeon E3-1275 v6 .. 77.37 |================================================== Mlpack Benchmark Benchmark: scikit_linearridgeregression Seconds < Lower Is Better EPYC 7251 ........ 4.97 |====================================================== EPYC 7232P ....... 2.81 |=============================== EPYC 7262 ........ 2.69 |============================= Xeon E5-1680 v3 .. 3.26 |=================================== Xeon E5-2609 v4 .. 4.87 |===================================================== Xeon E5-2687W v3 . 3.40 |===================================== Xeon E3-1275 v6 .. 4.29 |===============================================