tigerlake ncnn Intel Core i7-1165G7 testing with a Dell 0GG9PT (1.0.3 BIOS) and Intel UHD 3GB on Ubuntu 20.10 via the Phoronix Test Suite. 1: Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (1.0.3 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Kioxia KBG40ZNS256G NVMe 256GB, Graphics: Intel UHD 3GB (1300MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201 OS: Ubuntu 20.10, Kernel: 5.10.0-051000rc7daily20201213-generic (x86_64) 20201212, Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.9, Display Driver: modesetting 1.20.9, OpenGL: 4.6 Mesa 20.2.1, Vulkan: 1.2.145, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 1920x1200 2: Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (1.0.3 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Kioxia KBG40ZNS256G NVMe 256GB, Graphics: Intel UHD 3GB (1300MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201 OS: Ubuntu 20.10, Kernel: 5.10.0-051000rc7daily20201213-generic (x86_64) 20201212, Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.9, Display Driver: modesetting 1.20.9, OpenGL: 4.6 Mesa 20.2.1, Vulkan: 1.2.145, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 1920x1200 3: Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (1.0.3 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Kioxia KBG40ZNS256G NVMe 256GB, Graphics: Intel UHD 3GB (1300MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201 OS: Ubuntu 20.10, Kernel: 5.10.0-051000rc7daily20201213-generic (x86_64) 20201212, Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.9, Display Driver: modesetting 1.20.9, OpenGL: 4.6 Mesa 20.2.1, Vulkan: 1.2.145, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 1920x1200 4: Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (1.0.3 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Kioxia KBG40ZNS256G NVMe 256GB, Graphics: Intel UHD 3GB (1300MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201 OS: Ubuntu 20.10, Kernel: 5.10.0-051000rc7daily20201213-generic (x86_64) 20201212, Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.9, Display Driver: modesetting 1.20.9, OpenGL: 4.6 Mesa 20.2.1, Vulkan: 1.2.145, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 1920x1200 NCNN 20201218 Target: CPU - Model: mobilenet ms < Lower Is Better 1 . 30.40 |=================================================================== 2 . 30.08 |================================================================== 3 . 30.02 |================================================================== 4 . 30.82 |==================================================================== NCNN 20201218 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 1 . 6.82 |===================================================================== 2 . 6.59 |=================================================================== 3 . 6.64 |=================================================================== 4 . 6.70 |==================================================================== NCNN 20201218 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 1 . 6.65 |===================================================================== 2 . 6.40 |================================================================== 3 . 6.40 |================================================================== 4 . 6.44 |=================================================================== NCNN 20201218 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better 1 . 9.15 |===================================================================== 2 . 8.87 |=================================================================== 3 . 8.86 |=================================================================== 4 . 8.89 |=================================================================== NCNN 20201218 Target: CPU - Model: mnasnet ms < Lower Is Better 1 . 7.03 |===================================================================== 2 . 6.83 |=================================================================== 3 . 6.85 |=================================================================== 4 . 6.80 |=================================================================== NCNN 20201218 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better 1 . 10.34 |==================================================================== 2 . 10.07 |================================================================== 3 . 10.04 |================================================================== 4 . 10.03 |================================================================== NCNN 20201218 Target: CPU - Model: blazeface ms < Lower Is Better 1 . 2.43 |================================================================= 2 . 2.58 |===================================================================== 3 . 2.38 |================================================================ 4 . 2.38 |================================================================ NCNN 20201218 Target: CPU - Model: googlenet ms < Lower Is Better 1 . 22.35 |================================================================ 2 . 23.82 |==================================================================== 3 . 21.24 |============================================================= 4 . 22.03 |=============================================================== NCNN 20201218 Target: CPU - Model: vgg16 ms < Lower Is Better 1 . 68.32 |=================================================================== 2 . 68.73 |==================================================================== 3 . 68.35 |=================================================================== 4 . 69.02 |==================================================================== NCNN 20201218 Target: CPU - Model: resnet18 ms < Lower Is Better 1 . 21.03 |=================================================================== 2 . 21.19 |==================================================================== 3 . 21.17 |==================================================================== 4 . 21.27 |==================================================================== NCNN 20201218 Target: CPU - Model: alexnet ms < Lower Is Better 1 . 18.00 |=================================================================== 2 . 18.17 |==================================================================== 3 . 18.04 |==================================================================== 4 . 18.15 |==================================================================== NCNN 20201218 Target: CPU - Model: resnet50 ms < Lower Is Better 1 . 49.02 |==================================================================== 2 . 49.28 |==================================================================== 3 . 49.03 |==================================================================== 4 . 49.35 |==================================================================== NCNN 20201218 Target: CPU - Model: yolov4-tiny ms < Lower Is Better 1 . 39.30 |=================================================================== 2 . 39.16 |=================================================================== 3 . 39.08 |=================================================================== 4 . 39.62 |==================================================================== NCNN 20201218 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better 1 . 32.89 |=================================================================== 2 . 32.97 |==================================================================== 3 . 32.74 |=================================================================== 4 . 33.16 |==================================================================== NCNN 20201218 Target: CPU - Model: regnety_400m ms < Lower Is Better 1 . 16.73 |==================================================================== 2 . 16.46 |=================================================================== 3 . 16.41 |=================================================================== 4 . 16.49 |=================================================================== NCNN 20201218 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better 1 . 30.23 |==================================================================== 2 . 30.28 |==================================================================== 3 . 30.03 |=================================================================== 4 . 30.15 |==================================================================== NCNN 20201218 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 1 . 6.58 |=================================================================== 2 . 6.79 |===================================================================== 3 . 6.66 |==================================================================== 4 . 6.59 |=================================================================== NCNN 20201218 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 1 . 6.39 |===================================================================== 2 . 6.43 |===================================================================== 3 . 6.41 |===================================================================== 4 . 6.42 |===================================================================== NCNN 20201218 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better 1 . 9.01 |===================================================================== 2 . 8.83 |==================================================================== 3 . 8.87 |==================================================================== 4 . 8.83 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better 1 . 7.73 |===================================================================== 2 . 6.80 |============================================================= 3 . 6.81 |============================================================= 4 . 6.79 |============================================================= NCNN 20201218 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better 1 . 11.35 |==================================================================== 2 . 10.11 |============================================================= 3 . 10.10 |============================================================= 4 . 10.03 |============================================================ NCNN 20201218 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better 1 . 2.64 |===================================================================== 2 . 2.38 |============================================================== 3 . 2.37 |============================================================== 4 . 2.37 |============================================================== NCNN 20201218 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better 1 . 23.50 |==================================================================== 2 . 22.36 |================================================================= 3 . 22.12 |================================================================ 4 . 22.04 |================================================================ NCNN 20201218 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better 1 . 68.54 |==================================================================== 2 . 68.95 |==================================================================== 3 . 68.74 |==================================================================== 4 . 68.60 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better 1 . 21.01 |=================================================================== 2 . 21.21 |==================================================================== 3 . 21.28 |==================================================================== 4 . 21.27 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better 1 . 18.00 |=================================================================== 2 . 18.20 |==================================================================== 3 . 18.12 |==================================================================== 4 . 18.11 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better 1 . 48.95 |=================================================================== 2 . 49.37 |==================================================================== 3 . 49.38 |==================================================================== 4 . 49.27 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better 1 . 39.22 |==================================================================== 2 . 39.31 |==================================================================== 3 . 39.07 |==================================================================== 4 . 39.12 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better 1 . 33.01 |==================================================================== 2 . 33.12 |==================================================================== 3 . 33.00 |==================================================================== 4 . 33.01 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better 1 . 17.66 |==================================================================== 2 . 16.37 |=============================================================== 3 . 16.49 |=============================================================== 4 . 16.38 |===============================================================