CPU Caffe New CPUs Googlenet AlexNet 2 x Intel Xeon E5-2699 v4 testing with a Dell 072T6D and Matrox s G200eR2 on Ubuntu 16.04 via the Phoronix Test Suite. Core i7 6800K: Processor: Intel Core i7-6800K @ 3.80GHz (12 Cores), Motherboard: MSI X99A WORKSTATION (MS-7A54) v1.0, Chipset: Intel Xeon E7 v4/Xeon, Memory: 16384MB, Disk: 120GB Samsung SSD 850 + 4 x 120GB TOSHIBA-TR150, Graphics: NVIDIA GeForce GTX TITAN X 12288MB, Audio: Realtek ALC1150, Monitor: ASUS PB278, Network: Intel Connection OS: Ubuntu 17.04, Kernel: 4.10.0-8-generic (x86_64), Desktop: Unity 7.5.0, Display Server: X Server 1.18.4, Display Driver: nouveau 1.0.13, OpenGL: 4.1 Mesa 13.0.4 Gallium 0.4, Compiler: GCC 6.3.0 20161229, File-System: ext4, Screen Resolution: 2560x1440 Core i7 4790K: Processor: Intel Core i7-4790K @ 4.40GHz (8 Cores), Motherboard: Gigabyte Z97-HD3P, Chipset: Intel 4th Gen Core DRAM, Memory: 16384MB, Disk: 120GB OCZ TRION100, Graphics: Intel Haswell Desktop 1536MB (1250MHz), Audio: Intel Xeon E3-1200 v3/4th, Monitor: DELL P2415Q, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 17.04, Kernel: 4.10.0-8-generic (x86_64), Desktop: Unity 7.5.0, Display Server: X Server 1.18.4, Display Driver: modesetting 1.18.4, OpenGL: 3.3 Mesa 13.0.4, Compiler: GCC 6.3.0 20161229, File-System: ext4, Screen Resolution: 3840x2160 Core i5 6600K: Processor: Intel Core i5-6600K @ 3.90GHz (4 Cores), Motherboard: MSI Z170A GAMING PRO (MS-7984) v1.0, Chipset: Intel Skylake, Memory: 15360MB, Disk: 256GB TS256GSSD370S, Graphics: Intel HD 530 (Skylake GT2) 3072MB (1150MHz), Audio: Realtek ALC1150, Monitor: DELL P2415Q, Network: Intel Connection OS: Ubuntu 17.04, Kernel: 4.10.0-8-generic (x86_64), Desktop: Unity 7.5.0, Display Server: X Server 1.18.4, Display Driver: modesetting 1.18.4, OpenGL: 4.5 Mesa 13.0.4, Compiler: GCC 6.3.0 20161229, File-System: ext4, Screen Resolution: 3840x2160 Xeon E3-1245 v5: Processor: Intel Xeon E3-1245 v5 @ 3.90GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Skylake, Memory: 32768MB, Disk: 120GB Samsung SSD 850, Graphics: Intel HD P530 (Skylake GT2) 3072MB (1150MHz), Audio: Realtek ALC1150, Monitor: DELL P2415Q, Network: Intel Connection OS: Ubuntu 17.04, Kernel: 4.10.0-8-generic (x86_64), Desktop: Unity 7.5.0, Display Server: X Server 1.18.4, Display Driver: modesetting 1.18.4, OpenGL: 4.5 Mesa 13.0.4, Compiler: GCC 6.3.0 20161229, File-System: ext4, Screen Resolution: 3840x2160 Ryzen 7 1800X: Processor: AMD Ryzen 7 1800X Eight-Core @ 3.60GHz (16 Cores), Motherboard: MSI X370 XPOWER GAMING TITANIUM (MS-7A31) v1.0, Chipset: AMD Device 1450, Memory: 16384MB, Disk: 256GB INTEL SSDPEKKW256G7, Graphics: Sapphire AMD Radeon R9 FURY / NANO 4096MB, Audio: AMD Fiji HDMI/DP, Monitor: DELL P2415Q, Network: Intel I211 Gigabit Connection OS: Ubuntu 17.04, Kernel: 4.10.0-9-generic (x86_64), Desktop: Unity 7.5.0, Display Server: X Server 1.18.4, Display Driver: modesetting 1.18.4, OpenGL: 4.3 Mesa 13.0.4 Gallium 0.4 (LLVM 3.9.1), Compiler: GCC 6.3.0 20161229, File-System: ext4, Screen Resolution: 3840x2160 123: Processor: 2 x Intel Xeon E5-2699 v4 @ 3.60GHz (44 Cores), Motherboard: Dell 072T6D, Chipset: Intel Xeon E7 v4/Xeon, Memory: 387072MB, Disk: 299GB PERC H730 Mini, Graphics: Matrox s G200eR2, Monitor: DELL P2212H, Network: Broadcom NetXtreme BCM5720 Gigabit PCIe OS: Ubuntu 16.04, Kernel: 4.10.0-27-generic (x86_64), Desktop: Unity 7.4.0, Display Driver: modesetting 1.18.4, Compiler: GCC 5.4.0 20160609, File-System: nfs, Screen Resolution: 1280x1024 2 x Intel Xeon E5-2699 v4 - Matrox s G200eR2 - Dell: Processor: 2 x Intel Xeon E5-2699 v4 @ 3.60GHz (44 Cores), Motherboard: Dell 072T6D, Chipset: Intel Xeon E7 v4/Xeon, Memory: 387072MB, Disk: 299GB PERC H730 Mini, Graphics: Matrox s G200eR2, Monitor: DELL P2212H, Network: Broadcom NetXtreme BCM5720 Gigabit PCIe OS: Ubuntu 16.04, Kernel: 4.10.0-27-generic (x86_64), Desktop: Unity 7.4.0, Display Driver: modesetting 1.18.4, Compiler: GCC 5.4.0 20160609, File-System: nfs, Screen Resolution: 1280x1024 perf_setting: Processor: 2 x Intel Xeon E5-2699 v4 @ 3.60GHz (44 Cores), Motherboard: Dell 072T6D, Chipset: Intel Xeon E7 v4/Xeon, Memory: 387072MB, Disk: 299GB PERC H730 Mini, Graphics: Matrox s G200eR2, Monitor: DELL P2212H, Network: Broadcom NetXtreme BCM5720 Gigabit PCIe OS: Ubuntu 16.04, Kernel: 4.10.0-27-generic (x86_64), Desktop: Unity 7.4.0, Display Driver: modesetting 1.18.4, Compiler: GCC 5.4.0 20160609, File-System: nfs, Screen Resolution: 1280x1024 Caffe 2016-12-29 Build: CPU AlexNet Milli-Seconds < Lower Is Better Core i7 6800K ....................................... 370173 |=========== Core i7 4790K ....................................... 304858 |========= Core i5 6600K ....................................... 585097 |================= Xeon E3-1245 v5 ..................................... 596443 |================= Ryzen 7 1800X ....................................... 298915 |========= 2 x Intel Xeon E5-2699 v4 - Matrox s G200eR2 - Dell . 405251 |============ perf_setting ........................................ 408853 |============ Caffe 2016-12-29 Build: CPU Googlenet Milli-Seconds < Lower Is Better Core i7 6800K ....................................... 788850 |===== Core i7 4790K ....................................... 673719 |===== Core i5 6600K ....................................... 2268680 |================ Xeon E3-1245 v5 ..................................... 2309120 |================ Ryzen 7 1800X ....................................... 667192 |===== 2 x Intel Xeon E5-2699 v4 - Matrox s G200eR2 - Dell . 781384 |===== perf_setting ........................................ 794148 |====== Scikit-Learn 0.17.1 Phoronix Test Suite v7.0.0m4 Seconds < Lower Is Better Core i7 6800K ....................................... 40.00 |=========== Core i7 4790K ....................................... 32.91 |========= Core i5 6600K ....................................... 65.60 |================== Xeon E3-1245 v5 ..................................... 66.96 |================== Ryzen 7 1800X ....................................... 36.88 |========== 2 x Intel Xeon E5-2699 v4 - Matrox s G200eR2 - Dell . 36.68 |========== perf_setting ........................................ 36.45 |==========