Core i5 7600K NCNN Intel Core i5-7600K testing with a Gigabyte Z270M-D3H-CF (F8d BIOS) and Gigabyte Intel HD 630 3GB on Ubuntu 20.04 via the Phoronix Test Suite. 1: Processor: Intel Core i5-7600K @ 4.20GHz (4 Cores), Motherboard: Gigabyte Z270M-D3H-CF (F8d BIOS), Chipset: Intel Xeon E3-1200 v6/7th + Z270, Memory: 8GB, Disk: 250GB Samsung SSD 850, Graphics: Gigabyte Intel HD 630 3GB (1150MHz), Audio: Realtek ALC892, Monitor: DELL S2409W, Network: Intel I219-V OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc7daily20200928-generic (x86_64) 20200927, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.0.8, Vulkan: 1.2.131, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 2: Processor: Intel Core i5-7600K @ 4.20GHz (4 Cores), Motherboard: Gigabyte Z270M-D3H-CF (F8d BIOS), Chipset: Intel Xeon E3-1200 v6/7th + Z270, Memory: 8GB, Disk: 250GB Samsung SSD 850, Graphics: Gigabyte Intel HD 630 3GB (1150MHz), Audio: Realtek ALC892, Monitor: DELL S2409W, Network: Intel I219-V OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc7daily20200928-generic (x86_64) 20200927, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.0.8, Vulkan: 1.2.131, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 3: Processor: Intel Core i5-7600K @ 4.20GHz (4 Cores), Motherboard: Gigabyte Z270M-D3H-CF (F8d BIOS), Chipset: Intel Xeon E3-1200 v6/7th + Z270, Memory: 8GB, Disk: 250GB Samsung SSD 850, Graphics: Gigabyte Intel HD 630 3GB (1150MHz), Audio: Realtek ALC892, Monitor: DELL S2409W, Network: Intel I219-V OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc7daily20200928-generic (x86_64) 20200927, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.0.8, Vulkan: 1.2.131, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 4: Processor: Intel Core i5-7600K @ 4.20GHz (4 Cores), Motherboard: Gigabyte Z270M-D3H-CF (F8d BIOS), Chipset: Intel Xeon E3-1200 v6/7th + Z270, Memory: 8GB, Disk: 250GB Samsung SSD 850, Graphics: Gigabyte Intel HD 630 3GB (1150MHz), Audio: Realtek ALC892, Monitor: DELL S2409W, Network: Intel I219-V OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc7daily20200928-generic (x86_64) 20200927, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.0.8, Vulkan: 1.2.131, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 NCNN 20201218 Target: CPU - Model: mobilenet ms < Lower Is Better 1 . 37.23 |==================================================================== 2 . 37.17 |==================================================================== 3 . 37.14 |==================================================================== 4 . 37.22 |==================================================================== NCNN 20201218 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 1 . 9.88 |===================================================================== 2 . 9.85 |===================================================================== 3 . 9.85 |===================================================================== 4 . 9.87 |===================================================================== NCNN 20201218 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 1 . 8.06 |===================================================================== 2 . 8.04 |===================================================================== 3 . 8.05 |===================================================================== 4 . 8.07 |===================================================================== NCNN 20201218 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better 1 . 8.73 |===================================================================== 2 . 8.72 |===================================================================== 3 . 8.71 |===================================================================== 4 . 8.73 |===================================================================== NCNN 20201218 Target: CPU - Model: mnasnet ms < Lower Is Better 1 . 7.49 |===================================================================== 2 . 7.47 |===================================================================== 3 . 7.47 |===================================================================== 4 . 7.47 |===================================================================== NCNN 20201218 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better 1 . 13.29 |==================================================================== 2 . 13.28 |==================================================================== 3 . 13.25 |==================================================================== 4 . 13.26 |==================================================================== NCNN 20201218 Target: CPU - Model: blazeface ms < Lower Is Better 1 . 2.14 |===================================================================== 2 . 2.15 |===================================================================== 3 . 2.14 |===================================================================== 4 . 2.13 |==================================================================== NCNN 20201218 Target: CPU - Model: googlenet ms < Lower Is Better 1 . 27.69 |==================================================================== 2 . 27.67 |==================================================================== 3 . 27.62 |==================================================================== 4 . 27.71 |==================================================================== NCNN 20201218 Target: CPU - Model: vgg16 ms < Lower Is Better 1 . 152.62 |=================================================================== 2 . 153.05 |=================================================================== 3 . 153.32 |=================================================================== 4 . 153.22 |=================================================================== NCNN 20201218 Target: CPU - Model: resnet18 ms < Lower Is Better 1 . 32.23 |==================================================================== 2 . 32.19 |==================================================================== 3 . 32.27 |==================================================================== 4 . 32.31 |==================================================================== NCNN 20201218 Target: CPU - Model: alexnet ms < Lower Is Better 1 . 26.85 |==================================================================== 2 . 26.91 |==================================================================== 3 . 26.86 |==================================================================== 4 . 26.86 |==================================================================== NCNN 20201218 Target: CPU - Model: resnet50 ms < Lower Is Better 1 . 62.53 |==================================================================== 2 . 62.46 |==================================================================== 3 . 62.54 |==================================================================== 4 . 62.59 |==================================================================== NCNN 20201218 Target: CPU - Model: yolov4-tiny ms < Lower Is Better 1 . 53.59 |==================================================================== 2 . 53.45 |==================================================================== 3 . 53.46 |==================================================================== 4 . 53.57 |==================================================================== NCNN 20201218 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better 1 . 46.14 |==================================================================== 2 . 46.17 |==================================================================== 3 . 46.27 |==================================================================== 4 . 46.21 |==================================================================== NCNN 20201218 Target: CPU - Model: regnety_400m ms < Lower Is Better 1 . 14.43 |==================================================================== 2 . 14.43 |==================================================================== 3 . 14.43 |==================================================================== 4 . 14.44 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better 1 . 37.15 |==================================================================== 2 . 37.19 |==================================================================== 3 . 37.29 |==================================================================== 4 . 37.27 |==================================================================== NCNN 20201218 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 1 . 9.88 |===================================================================== 2 . 9.86 |===================================================================== 3 . 9.86 |===================================================================== 4 . 9.89 |===================================================================== NCNN 20201218 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 1 . 8.05 |===================================================================== 2 . 8.04 |===================================================================== 3 . 8.08 |===================================================================== 4 . 8.07 |===================================================================== NCNN 20201218 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better 1 . 8.69 |===================================================================== 2 . 8.72 |===================================================================== 3 . 8.71 |===================================================================== 4 . 8.70 |===================================================================== NCNN 20201218 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better 1 . 7.45 |===================================================================== 2 . 7.46 |===================================================================== 3 . 7.46 |===================================================================== 4 . 7.47 |===================================================================== NCNN 20201218 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better 1 . 13.23 |==================================================================== 2 . 13.29 |==================================================================== 3 . 13.32 |==================================================================== 4 . 13.29 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better 1 . 2.13 |===================================================================== 2 . 2.14 |===================================================================== 3 . 2.14 |===================================================================== 4 . 2.14 |===================================================================== NCNN 20201218 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better 1 . 27.68 |==================================================================== 2 . 27.68 |==================================================================== 3 . 27.61 |==================================================================== 4 . 27.67 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better 1 . 152.91 |=================================================================== 2 . 153.37 |=================================================================== 3 . 153.21 |=================================================================== 4 . 152.97 |=================================================================== NCNN 20201218 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better 1 . 32.24 |==================================================================== 2 . 32.25 |==================================================================== 3 . 32.17 |==================================================================== 4 . 32.18 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better 1 . 26.84 |==================================================================== 2 . 26.84 |==================================================================== 3 . 26.83 |==================================================================== 4 . 26.84 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better 1 . 62.53 |==================================================================== 2 . 62.38 |==================================================================== 3 . 62.41 |==================================================================== 4 . 62.45 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better 1 . 53.39 |==================================================================== 2 . 53.56 |==================================================================== 3 . 53.48 |==================================================================== 4 . 53.46 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better 1 . 46.02 |==================================================================== 2 . 46.12 |==================================================================== 3 . 46.19 |==================================================================== 4 . 46.06 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better 1 . 14.46 |==================================================================== 2 . 14.44 |==================================================================== 3 . 14.45 |==================================================================== 4 . 14.46 |====================================================================