Xeon 5220R 2P September 2 x Intel Xeon Gold 5220R testing with a TYAN S7106 (V2.01.B40 BIOS) and llvmpipe on Ubuntu 20.04 via the Phoronix Test Suite. Linux 5.8: Processor: 2 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads), Motherboard: TYAN S7106 (V2.01.B40 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 94GB, Disk: 500GB Samsung SSD 860, Graphics: llvmpipe, Monitor: VE228, Network: 2 x Intel I210 + 2 x QLogic cLOM8214 1/10GbE OS: Ubuntu 20.04, Kernel: 5.8.0-rc2-phx-fgkaslr (x86_64) 20200624, Desktop: GNOME Shell 3.36.4, 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 Linux 5.8.10: Processor: 2 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads), Motherboard: TYAN S7106 (V2.01.B40 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 94GB, Disk: 500GB Samsung SSD 860, Graphics: llvmpipe, Monitor: VE228, Network: 2 x Intel I210 + 2 x QLogic cLOM8214 1/10GbE OS: Ubuntu 20.04, Kernel: 5.8.10-050810-generic (x86_64), Desktop: GNOME Shell 3.36.4, 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 Linux 5.8.10 Repeat: Processor: 2 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads), Motherboard: TYAN S7106 (V2.01.B40 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 94GB, Disk: 500GB Samsung SSD 860, Graphics: llvmpipe, Monitor: VE228, Network: 2 x Intel I210 + 2 x QLogic cLOM8214 1/10GbE OS: Ubuntu 20.04, Kernel: 5.8.10-050810-generic (x86_64), Desktop: GNOME Shell 3.36.4, 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 Linux 5.9-rc6: Processor: 2 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads), Motherboard: TYAN S7106 (V2.01.B40 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 94GB, Disk: 500GB Samsung SSD 860, Graphics: llvmpipe, Monitor: VE228, Network: 2 x Intel I210 + 2 x QLogic cLOM8214 1/10GbE OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6-generic (x86_64) 20200920, Desktop: GNOME Shell 3.36.4, 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 LeelaChessZero 0.26 Backend: BLAS Nodes Per Second > Higher Is Better Linux 5.8 ........... 1865 |=================================================== Linux 5.8.10 ........ 1846 |================================================== Linux 5.8.10 Repeat . 1844 |================================================== Linux 5.9-rc6 ....... 1805 |================================================= LeelaChessZero 0.26 Backend: Eigen Nodes Per Second > Higher Is Better Linux 5.8 ........... 1692 |=================================================== Linux 5.8.10 ........ 1683 |=================================================== Linux 5.8.10 Repeat . 1663 |================================================== Linux 5.9-rc6 ....... 1640 |================================================= LeelaChessZero 0.26 Backend: Random Nodes Per Second > Higher Is Better Linux 5.8 ........... 127380 |================================================= Linux 5.8.10 ........ 126794 |================================================= Linux 5.8.10 Repeat . 127433 |================================================= Linux 5.9-rc6 ....... 127299 |================================================= NAMD 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better Linux 5.8 ........... 0.60988 |================================================ Linux 5.8.10 ........ 0.61364 |================================================ Linux 5.8.10 Repeat . 0.61466 |================================================ Linux 5.9-rc6 ....... 0.61327 |================================================ Incompact3D 2020-09-17 Input: Cylinder Seconds < Lower Is Better Linux 5.8 ........... 194.25 |================================================= Linux 5.8.10 ........ 191.27 |================================================ Linux 5.8.10 Repeat . 190.19 |================================================ Linux 5.9-rc6 ....... 191.17 |================================================ Monte Carlo Simulations of Ionised Nebulae 2019-03-24 Input: Dust 2D tau100.0 Seconds < Lower Is Better Linux 5.8 ........... 212 |==================================================== Linux 5.8.10 ........ 212 |==================================================== Linux 5.8.10 Repeat . 212 |==================================================== Linux 5.9-rc6 ....... 212 |==================================================== LAMMPS Molecular Dynamics Simulator 24Aug2020 Model: 20k Atoms ns/day > Higher Is Better Linux 5.8 ........... 17.33 |================================================== Linux 5.8.10 ........ 17.40 |================================================== Linux 5.8.10 Repeat . 17.43 |================================================== Linux 5.9-rc6 ....... 17.43 |================================================== LAMMPS Molecular Dynamics Simulator 24Aug2020 Model: Rhodopsin Protein ns/day > Higher Is Better Linux 5.8 ........... 15.75 |================================================ Linux 5.8.10 ........ 15.24 |============================================== Linux 5.8.10 Repeat . 16.53 |================================================== Linux 5.9-rc6 ....... 16.42 |================================================== Zstd Compression 1.4.5 Compression Level: 3 MB/s > Higher Is Better Linux 5.8 ........... 4464.6 |================================================ Linux 5.8.10 ........ 4378.8 |=============================================== Linux 5.8.10 Repeat . 4413.8 |=============================================== Linux 5.9-rc6 ....... 4561.7 |================================================= Zstd Compression 1.4.5 Compression Level: 19 MB/s > Higher Is Better Linux 5.8 ........... 101.7 |================================================== Linux 5.8.10 ........ 102.4 |================================================== Linux 5.8.10 Repeat . 99.1 |================================================ Linux 5.9-rc6 ....... 97.4 |================================================ AOM AV1 2.0 Encoder Mode: Speed 0 Two-Pass Frames Per Second > Higher Is Better Linux 5.8 ........... 0.27 |=================================================== Linux 5.8.10 ........ 0.27 |=================================================== Linux 5.8.10 Repeat . 0.27 |=================================================== Linux 5.9-rc6 ....... 0.26 |================================================= AOM AV1 2.0 Encoder Mode: Speed 4 Two-Pass Frames Per Second > Higher Is Better Linux 5.8 ........... 1.93 |=================================================== Linux 5.8.10 ........ 1.93 |=================================================== Linux 5.8.10 Repeat . 1.91 |================================================== Linux 5.9-rc6 ....... 1.93 |=================================================== AOM AV1 2.0 Encoder Mode: Speed 6 Realtime Frames Per Second > Higher Is Better Linux 5.8 ........... 10.93 |================================================== Linux 5.8.10 ........ 10.86 |================================================= Linux 5.8.10 Repeat . 10.91 |================================================= Linux 5.9-rc6 ....... 11.03 |================================================== AOM AV1 2.0 Encoder Mode: Speed 6 Two-Pass Frames Per Second > Higher Is Better Linux 5.8 ........... 2.92 |================================================== Linux 5.8.10 ........ 2.95 |=================================================== Linux 5.8.10 Repeat . 2.85 |================================================= Linux 5.9-rc6 ....... 2.96 |=================================================== AOM AV1 2.0 Encoder Mode: Speed 8 Realtime Frames Per Second > Higher Is Better Linux 5.8 ........... 23.36 |================================================= Linux 5.8.10 ........ 22.85 |================================================ Linux 5.8.10 Repeat . 23.55 |================================================== Linux 5.9-rc6 ....... 23.65 |================================================== System GZIP Decompression Seconds < Lower Is Better Linux 5.8 ........... 3.293 |================================================= Linux 5.8.10 ........ 3.343 |================================================== Linux 5.8.10 Repeat . 3.294 |================================================= Linux 5.9-rc6 ....... 3.342 |================================================== GROMACS 2020.1 Water Benchmark Ns Per Day > Higher Is Better Linux 5.8 ........... 3.418 |================================================== Linux 5.8.10 ........ 3.398 |================================================== Linux 5.8.10 Repeat . 3.401 |================================================== Linux 5.9-rc6 ....... 3.410 |================================================== TensorFlow Lite 2020-08-23 Model: SqueezeNet Microseconds < Lower Is Better Linux 5.8 ........... 90562.2 |================================================ Linux 5.8.10 ........ 89780.3 |================================================ Linux 5.8.10 Repeat . 90679.9 |================================================ Linux 5.9-rc6 ....... 89781.2 |================================================ TensorFlow Lite 2020-08-23 Model: Inception V4 Microseconds < Lower Is Better Linux 5.8 ........... 1272270 |================================================ Linux 5.8.10 ........ 1268933 |================================================ Linux 5.8.10 Repeat . 1269323 |================================================ Linux 5.9-rc6 ....... 1268197 |================================================ TensorFlow Lite 2020-08-23 Model: NASNet Mobile Microseconds < Lower Is Better Linux 5.8 ........... 115745 |=============================================== Linux 5.8.10 ........ 116892 |================================================ Linux 5.8.10 Repeat . 119892 |================================================= Linux 5.9-rc6 ....... 118469 |================================================ TensorFlow Lite 2020-08-23 Model: Mobilenet Float Microseconds < Lower Is Better Linux 5.8 ........... 60961.3 |================================================ Linux 5.8.10 ........ 61134.1 |================================================ Linux 5.8.10 Repeat . 61597.1 |================================================ Linux 5.9-rc6 ....... 60582.8 |=============================================== TensorFlow Lite 2020-08-23 Model: Mobilenet Quant Microseconds < Lower Is Better Linux 5.8 ........... 64070.3 |================================================ Linux 5.8.10 ........ 63909.2 |================================================ Linux 5.8.10 Repeat . 64008.9 |================================================ Linux 5.9-rc6 ....... 64042.7 |================================================ TensorFlow Lite 2020-08-23 Model: Inception ResNet V2 Microseconds < Lower Is Better Linux 5.8 ........... 1116347 |=============================================== Linux 5.8.10 ........ 1128643 |================================================ Linux 5.8.10 Repeat . 1123207 |================================================ Linux 5.9-rc6 ....... 1119530 |================================================ GPAW 20.1 Input: Carbon Nanotube Seconds < Lower Is Better Linux 5.8 ........... 101.68 |================================================= Linux 5.8.10 ........ 101.00 |================================================= Linux 5.8.10 Repeat . 101.40 |================================================= Linux 5.9-rc6 ....... 101.64 |================================================= Mobile Neural Network 2020-09-17 Model: SqueezeNetV1.0 ms < Lower Is Better Linux 5.8 ........... 9.796 |================================================== Linux 5.8.10 ........ 9.349 |=============================================== Linux 5.8.10 Repeat . 9.321 |=============================================== Linux 5.9-rc6 ....... 9.854 |================================================== Mobile Neural Network 2020-09-17 Model: resnet-v2-50 ms < Lower Is Better Linux 5.8 ........... 35.99 |================================================== Linux 5.8.10 ........ 35.92 |================================================== Linux 5.8.10 Repeat . 36.17 |================================================== Linux 5.9-rc6 ....... 36.02 |================================================== Mobile Neural Network 2020-09-17 Model: MobileNetV2_224 ms < Lower Is Better Linux 5.8 ........... 6.277 |================================================ Linux 5.8.10 ........ 5.965 |============================================= Linux 5.8.10 Repeat . 5.886 |============================================= Linux 5.9-rc6 ....... 6.585 |================================================== Mobile Neural Network 2020-09-17 Model: mobilenet-v1-1.0 ms < Lower Is Better Linux 5.8 ........... 6.253 |================================================== Linux 5.8.10 ........ 6.233 |================================================== Linux 5.8.10 Repeat . 6.237 |================================================== Linux 5.9-rc6 ....... 6.199 |================================================== Mobile Neural Network 2020-09-17 Model: inception-v3 ms < Lower Is Better Linux 5.8 ........... 33.48 |================================================== Linux 5.8.10 ........ 33.47 |================================================== Linux 5.8.10 Repeat . 33.15 |================================================== Linux 5.9-rc6 ....... 33.47 |================================================== NCNN 20200916 Target: CPU - Model: squeezenet_int8 ms < Lower Is Better Linux 5.8 ........... 19.84 |================================================= Linux 5.8.10 ........ 20.34 |================================================== Linux 5.8.10 Repeat . 20.07 |================================================= Linux 5.9-rc6 ....... 20.26 |================================================== NCNN 20200916 Target: CPU - Model: mobilenet_v3 ms < Lower Is Better Linux 5.8 ........... 10.82 |================================================= Linux 5.8.10 ........ 10.89 |================================================= Linux 5.8.10 Repeat . 11.10 |================================================== Linux 5.9-rc6 ....... 11.01 |================================================== NCNN 20200916 Target: CPU - Model: squeezenet ms < Lower Is Better Linux 5.8 ........... 10.64 |================================================== Linux 5.8.10 ........ 10.74 |================================================== Linux 5.8.10 Repeat . 10.54 |================================================= Linux 5.9-rc6 ....... 10.61 |================================================= NCNN 20200916 Target: CPU - Model: mnasnet ms < Lower Is Better Linux 5.8 ........... 10.47 |================================================= Linux 5.8.10 ........ 10.39 |================================================= Linux 5.8.10 Repeat . 10.62 |================================================== Linux 5.9-rc6 ....... 10.69 |================================================== NCNN 20200916 Target: CPU - Model: blazeface ms < Lower Is Better Linux 5.8 ........... 4.93 |================================================== Linux 5.8.10 ........ 5.01 |=================================================== Linux 5.8.10 Repeat . 4.98 |=================================================== Linux 5.9-rc6 ....... 4.89 |================================================== NCNN 20200916 Target: CPU - Model: googlenet_int8 ms < Lower Is Better Linux 5.8 ........... 52.86 |================================================= Linux 5.8.10 ........ 53.68 |================================================== Linux 5.8.10 Repeat . 54.02 |================================================== Linux 5.9-rc6 ....... 52.83 |================================================= NCNN 20200916 Target: CPU - Model: vgg16_int8 ms < Lower Is Better Linux 5.8 ........... 101.22 |================================================ Linux 5.8.10 ........ 99.75 |=============================================== Linux 5.8.10 Repeat . 103.64 |================================================= Linux 5.9-rc6 ....... 99.78 |=============================================== NCNN 20200916 Target: CPU - Model: resnet18_int8 ms < Lower Is Better Linux 5.8 ........... 23.73 |================================================= Linux 5.8.10 ........ 24.36 |================================================== Linux 5.8.10 Repeat . 23.85 |================================================= Linux 5.9-rc6 ....... 23.34 |================================================ NCNN 20200916 Target: CPU - Model: alexnet ms < Lower Is Better Linux 5.8 ........... 11.13 |================================================= Linux 5.8.10 ........ 11.29 |================================================== Linux 5.8.10 Repeat . 11.23 |================================================== Linux 5.9-rc6 ....... 11.15 |================================================= NCNN 20200916 Target: CPU - Model: resnet50_int8 ms < Lower Is Better Linux 5.8 ........... 77.28 |================================================== Linux 5.8.10 ........ 77.57 |================================================== Linux 5.8.10 Repeat . 77.55 |================================================== Linux 5.9-rc6 ....... 77.16 |================================================== NCNN 20200916 Target: CPU - Model: mobilenetv2_yolov3 ms < Lower Is Better Linux 5.8 ........... 24.12 |================================================= Linux 5.8.10 ........ 24.15 |================================================= Linux 5.8.10 Repeat . 24.34 |================================================== Linux 5.9-rc6 ....... 24.44 |================================================== Blender 2.90 Blend File: BMW27 - Compute: CPU-Only Seconds < Lower Is Better Linux 5.8 ........... 60.50 |================================================== Linux 5.8.10 ........ 60.33 |================================================== Linux 5.8.10 Repeat . 60.26 |================================================== Linux 5.9-rc6 ....... 60.24 |================================================== Blender 2.90 Blend File: Classroom - Compute: CPU-Only Seconds < Lower Is Better Linux 5.8 ........... 173.45 |================================================= Linux 5.8.10 ........ 173.49 |================================================= Linux 5.8.10 Repeat . 173.71 |================================================= Linux 5.9-rc6 ....... 173.32 |================================================= Blender 2.90 Blend File: Fishy Cat - Compute: CPU-Only Seconds < Lower Is Better Linux 5.8 ........... 84.17 |================================================== Linux 5.8.10 ........ 84.12 |================================================== Linux 5.8.10 Repeat . 84.03 |================================================== Linux 5.9-rc6 ....... 84.55 |================================================== Blender 2.90 Blend File: Barbershop - Compute: CPU-Only Seconds < Lower Is Better Linux 5.8 ........... 252.91 |================================================= Linux 5.8.10 ........ 251.13 |================================================= Linux 5.8.10 Repeat . 248.15 |================================================ Linux 5.9-rc6 ....... 247.99 |================================================ Blender 2.90 Blend File: Pabellon Barcelona - Compute: CPU-Only Seconds < Lower Is Better Linux 5.8 ........... 193.66 |================================================= Linux 5.8.10 ........ 194.03 |================================================= Linux 5.8.10 Repeat . 193.63 |================================================= Linux 5.9-rc6 ....... 193.60 |================================================= Kripke 1.2.4 Throughput FoM > Higher Is Better Linux 5.8 ........... 46092013 |=============================================== Linux 5.8.10 Repeat . 44677681 |============================================== Linux 5.9-rc6 ....... 44337164 |=============================================