Xeon Okt Intel Xeon Gold 5218R testing with a GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS) and llvmpipe on Ubuntu 20.04 via the Phoronix Test Suite. Xeon Gold 6249R 2P: Processor: 2 x Intel Xeon Gold 6248R @ 4.00GHz (48 Cores / 96 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 378GB, Disk: 280GB INTEL SSDPE21D280GA, Graphics: llvmpipe, Monitor: VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 20.04, Kernel: 5.8.0-050800rc6daily20200721-generic (x86_64) 20200720, Desktop: GNOME Shell 3.36.1, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 3.3 Mesa 20.0.4 (LLVM 9.0.1 256 bits), Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 Xeon Gold 6238R 2P: Processor: 2 x Intel Xeon Gold 6238R @ 4.00GHz (56 Cores / 112 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 378GB, Disk: 280GB INTEL SSDPE21D280GA, Graphics: llvmpipe, Monitor: VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 20.04, Kernel: 5.8.0-050800rc6daily20200721-generic (x86_64) 20200720, Desktop: GNOME Shell 3.36.1, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 Xeon Gold 6238R: Processor: Intel Xeon Gold 6238R @ 4.00GHz (28 Cores / 56 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 188GB, Disk: 280GB INTEL SSDPE21D280GA, Graphics: llvmpipe, Monitor: VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 20.04, Kernel: 5.8.0-050800rc6daily20200721-generic (x86_64) 20200720, Desktop: GNOME Shell 3.36.1, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 3.3 Mesa 20.0.4 (LLVM 9.0.1 256 bits), Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 Xeon Gold 5218R: Processor: Intel Xeon Gold 5218R @ 4.00GHz (20 Cores / 40 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 188GB, Disk: 280GB INTEL SSDPE21D280GA, Graphics: llvmpipe, Monitor: VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 20.04, Kernel: 5.8.0-050800rc6daily20200721-generic (x86_64) 20200720, Desktop: GNOME Shell 3.36.1, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 3.3 Mesa 20.0.4 (LLVM 9.0.1 256 bits), Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 NAMD 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better Xeon Gold 6249R 2P . 0.40509 |================= Xeon Gold 6238R 2P . 0.43727 |=================== Xeon Gold 6238R .... 0.83352 |=================================== Xeon Gold 5218R .... 1.15429 |================================================= Dolfyn 0.527 Computational Fluid Dynamics Seconds < Lower Is Better Xeon Gold 6249R 2P . 21.81 |=================================================== Xeon Gold 6238R 2P . 21.62 |================================================== Xeon Gold 6238R .... 21.73 |=================================================== Xeon Gold 5218R .... 21.84 |=================================================== FFTE 7.0 N=256, 3D Complex FFT Routine MFLOPS > Higher Is Better Xeon Gold 6249R 2P . 165038.38 |=============================================== Xeon Gold 6238R 2P . 144010.80 |========================================= Xeon Gold 6238R .... 96617.01 |============================ Xeon Gold 5218R .... 71128.50 |==================== Timed HMMer Search 3.3.1 Pfam Database Search Seconds < Lower Is Better Xeon Gold 6249R 2P . 151.40 |============================================ Xeon Gold 6238R 2P . 172.09 |================================================== Xeon Gold 6238R .... 142.71 |========================================= Xeon Gold 5218R .... 143.60 |========================================== Timed MAFFT Alignment 7.471 Multiple Sequence Alignment - LSU RNA Seconds < Lower Is Better Xeon Gold 6249R 2P . 10.943 |================================================== Xeon Gold 6238R 2P . 10.743 |================================================= Xeon Gold 6238R .... 9.601 |============================================ Xeon Gold 5218R .... 9.744 |============================================= BYTE Unix Benchmark 3.6 Computational Test: Dhrystone 2 LPS > Higher Is Better Xeon Gold 6249R 2P . 39326273.5 |============================================== Xeon Gold 6238R 2P . 39223516.8 |============================================== Xeon Gold 6238R .... 39094495.4 |============================================== Xeon Gold 5218R .... 39436913.6 |============================================== RNNoise 2020-06-28 Seconds < Lower Is Better Xeon Gold 6249R 2P . 28.41 |=================================================== Xeon Gold 6238R 2P . 28.42 |=================================================== Xeon Gold 6238R .... 28.42 |=================================================== Xeon Gold 5218R .... 28.41 |=================================================== GROMACS 2020.3 Water Benchmark Ns Per Day > Higher Is Better Xeon Gold 6249R 2P . 5.571 |=================================================== Xeon Gold 6238R 2P . 5.250 |================================================ Xeon Gold 6238R .... 2.720 |========================= Xeon Gold 5218R .... 1.822 |================= Mobile Neural Network 2020-09-17 Model: SqueezeNetV1.0 ms < Lower Is Better Xeon Gold 6249R 2P . 8.731 |========================================= Xeon Gold 6238R 2P . 10.550 |================================================== Xeon Gold 6238R .... 8.100 |====================================== Xeon Gold 5218R .... 9.254 |============================================ Mobile Neural Network 2020-09-17 Model: resnet-v2-50 ms < Lower Is Better Xeon Gold 6249R 2P . 33.22 |========================================== Xeon Gold 6238R 2P . 35.08 |============================================ Xeon Gold 6238R .... 35.13 |============================================ Xeon Gold 5218R .... 40.44 |=================================================== Mobile Neural Network 2020-09-17 Model: MobileNetV2_224 ms < Lower Is Better Xeon Gold 6249R 2P . 5.061 |========================================== Xeon Gold 6238R 2P . 6.096 |=================================================== Xeon Gold 6238R .... 4.654 |======================================= Xeon Gold 5218R .... 4.956 |========================================= Mobile Neural Network 2020-09-17 Model: mobilenet-v1-1.0 ms < Lower Is Better Xeon Gold 6249R 2P . 5.580 |=========================================== Xeon Gold 6238R 2P . 6.091 |=============================================== Xeon Gold 6238R .... 6.154 |================================================ Xeon Gold 5218R .... 6.562 |=================================================== Mobile Neural Network 2020-09-17 Model: inception-v3 ms < Lower Is Better Xeon Gold 6249R 2P . 30.88 |========================================= Xeon Gold 6238R 2P . 33.35 |============================================ Xeon Gold 6238R .... 35.03 |============================================== Xeon Gold 5218R .... 38.54 |=================================================== NCNN 20200916 Target: CPU - Model: squeezenet ms < Lower Is Better Xeon Gold 6249R 2P . 23.11 |============================================ Xeon Gold 6238R 2P . 26.68 |=================================================== Xeon Gold 6238R .... 17.11 |================================= Xeon Gold 5218R .... 16.48 |================================ NCNN 20200916 Target: CPU - Model: mobilenet ms < Lower Is Better Xeon Gold 6249R 2P . 25.56 |============================================== Xeon Gold 6238R 2P . 28.61 |=================================================== Xeon Gold 6238R .... 19.46 |=================================== Xeon Gold 5218R .... 18.16 |================================ NCNN 20200916 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better Xeon Gold 6249R 2P . 12.72 |========================================= Xeon Gold 6238R 2P . 15.71 |=================================================== Xeon Gold 6238R .... 8.00 |========================== Xeon Gold 5218R .... 6.80 |====================== NCNN 20200916 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better Xeon Gold 6249R 2P . 12.82 |========================================== Xeon Gold 6238R 2P . 15.67 |=================================================== Xeon Gold 6238R .... 7.29 |======================== Xeon Gold 5218R .... 6.05 |==================== NCNN 20200916 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better Xeon Gold 6249R 2P . 12.65 |========================================== Xeon Gold 6238R 2P . 15.24 |=================================================== Xeon Gold 6238R .... 7.20 |======================== Xeon Gold 5218R .... 5.86 |==================== NCNN 20200916 Target: CPU - Model: mnasnet ms < Lower Is Better Xeon Gold 6249R 2P . 11.93 |========================================= Xeon Gold 6238R 2P . 14.73 |=================================================== Xeon Gold 6238R .... 7.36 |========================= Xeon Gold 5218R .... 6.24 |====================== NCNN 20200916 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better Xeon Gold 6249R 2P . 16.73 |========================================= Xeon Gold 6238R 2P . 20.69 |=================================================== Xeon Gold 6238R .... 9.92 |======================== Xeon Gold 5218R .... 8.37 |===================== NCNN 20200916 Target: CPU - Model: blazeface ms < Lower Is Better Xeon Gold 6249R 2P . 5.93 |======================================== Xeon Gold 6238R 2P . 7.74 |==================================================== Xeon Gold 6238R .... 3.47 |======================= Xeon Gold 5218R .... 2.90 |=================== NCNN 20200916 Target: CPU - Model: googlenet ms < Lower Is Better Xeon Gold 6249R 2P . 25.74 |========================================= Xeon Gold 6238R 2P . 32.26 |=================================================== Xeon Gold 6238R .... 19.74 |=============================== Xeon Gold 5218R .... 18.09 |============================= NCNN 20200916 Target: CPU - Model: vgg16 ms < Lower Is Better Xeon Gold 6249R 2P . 39.29 |=================================================== Xeon Gold 6238R 2P . 37.59 |================================================= Xeon Gold 6238R .... 28.98 |====================================== Xeon Gold 5218R .... 29.43 |====================================== NCNN 20200916 Target: CPU - Model: resnet18 ms < Lower Is Better Xeon Gold 6249R 2P . 15.37 |========================================== Xeon Gold 6238R 2P . 18.67 |=================================================== Xeon Gold 6238R .... 13.34 |==================================== Xeon Gold 5218R .... 13.02 |==================================== NCNN 20200916 Target: CPU - Model: alexnet ms < Lower Is Better Xeon Gold 6249R 2P . 10.73 |============================================= Xeon Gold 6238R 2P . 12.09 |=================================================== Xeon Gold 6238R .... 9.93 |========================================== Xeon Gold 5218R .... 9.89 |========================================== NCNN 20200916 Target: CPU - Model: resnet50 ms < Lower Is Better Xeon Gold 6249R 2P . 30.13 |============================================= Xeon Gold 6238R 2P . 34.32 |=================================================== Xeon Gold 6238R .... 24.54 |==================================== Xeon Gold 5218R .... 23.39 |=================================== NCNN 20200916 Target: CPU - Model: yolov4-tiny ms < Lower Is Better Xeon Gold 6249R 2P . 32.27 |================================================ Xeon Gold 6238R 2P . 34.57 |=================================================== Xeon Gold 6238R .... 27.72 |========================================= Xeon Gold 5218R .... 27.90 |========================================= TNN 0.2.3 Target: CPU - Model: MobileNet v2 ms < Lower Is Better Xeon Gold 6249R 2P . 346.69 |================================================ Xeon Gold 6238R 2P . 363.71 |================================================== Xeon Gold 6238R .... 353.57 |================================================= Xeon Gold 5218R .... 355.46 |================================================= TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 ms < Lower Is Better Xeon Gold 6249R 2P . 337.26 |================================================== Xeon Gold 6238R 2P . 337.27 |================================================== Xeon Gold 6238R .... 337.66 |================================================== Xeon Gold 5218R .... 337.58 |==================================================