NCNN Haswell Intel Core i7-4558U testing with a ASUS UX301LAA v1.0 (UX301LAA.209 BIOS) and ASUS Intel Iris 5100 2GB on Ubuntu 20.04 via the Phoronix Test Suite. HSW 1: Processor: Intel Core i7-4558U @ 3.30GHz (2 Cores / 4 Threads), Motherboard: ASUS UX301LAA v1.0 (UX301LAA.209 BIOS), Chipset: Intel Haswell-ULT DRAM, Memory: 8GB, Disk: 2 x 128GB SanDisk SD6SP1M1, Graphics: ASUS Intel Iris 5100 2GB (1200MHz), Audio: Intel Haswell-ULT HD Audio, Monitor: LQ133T1JW14, Network: Intel 7260 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6daily20200922-generic (x86_64) 20200921, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.5 Mesa 20.0.8, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 2560x1440 HSW 2: Processor: Intel Core i7-4558U @ 3.30GHz (2 Cores / 4 Threads), Motherboard: ASUS UX301LAA v1.0 (UX301LAA.209 BIOS), Chipset: Intel Haswell-ULT DRAM, Memory: 8GB, Disk: 2 x 128GB SanDisk SD6SP1M1, Graphics: ASUS Intel Iris 5100 2GB (1200MHz), Audio: Intel Haswell-ULT HD Audio, Monitor: LQ133T1JW14, Network: Intel 7260 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6daily20200922-generic (x86_64) 20200921, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.5 Mesa 20.0.8, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 2560x1440 HSW 3: Processor: Intel Core i7-4558U @ 3.30GHz (2 Cores / 4 Threads), Motherboard: ASUS UX301LAA v1.0 (UX301LAA.209 BIOS), Chipset: Intel Haswell-ULT DRAM, Memory: 8GB, Disk: 2 x 128GB SanDisk SD6SP1M1, Graphics: ASUS Intel Iris 5100 2GB (1200MHz), Audio: Intel Haswell-ULT HD Audio, Monitor: LQ133T1JW14, Network: Intel 7260 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6daily20200922-generic (x86_64) 20200921, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.5 Mesa 20.0.8, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 2560x1440 NCNN 20200916 Target: CPU - Model: squeezenet ms < Lower Is Better HSW 1 . 87.13 |================================================================ HSW 2 . 86.93 |================================================================ HSW 3 . 87.32 |================================================================ NCNN 20200916 Target: CPU - Model: mobilenet ms < Lower Is Better HSW 1 . 60.01 |================================================================ HSW 2 . 60.02 |================================================================ HSW 3 . 59.97 |================================================================ NCNN 20200916 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better HSW 1 . 15.18 |================================================================ HSW 2 . 15.23 |================================================================ HSW 3 . 15.15 |================================================================ NCNN 20200916 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better HSW 1 . 13.33 |================================================================ HSW 2 . 13.39 |================================================================ HSW 3 . 13.27 |=============================================================== NCNN 20200916 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better HSW 1 . 9.12 |================================================================= HSW 2 . 9.12 |================================================================= HSW 3 . 9.17 |================================================================= NCNN 20200916 Target: CPU - Model: mnasnet ms < Lower Is Better HSW 1 . 14.00 |================================================================ HSW 2 . 13.98 |================================================================ HSW 3 . 13.93 |================================================================ NCNN 20200916 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better HSW 1 . 22.06 |================================================================ HSW 2 . 22.04 |================================================================ HSW 3 . 22.06 |================================================================ NCNN 20200916 Target: CPU - Model: blazeface ms < Lower Is Better HSW 1 . 3.71 |================================================================= HSW 2 . 3.72 |================================================================= HSW 3 . 3.72 |================================================================= NCNN 20200916 Target: CPU - Model: googlenet ms < Lower Is Better HSW 1 . 119.03 |=============================================================== HSW 2 . 119.19 |=============================================================== HSW 3 . 119.05 |=============================================================== NCNN 20200916 Target: CPU - Model: vgg16 ms < Lower Is Better HSW 1 . 634.86 |=============================================================== HSW 2 . 637.04 |=============================================================== HSW 3 . 637.73 |=============================================================== NCNN 20200916 Target: CPU - Model: resnet18 ms < Lower Is Better HSW 1 . 85.07 |================================================================ HSW 2 . 84.91 |================================================================ HSW 3 . 84.88 |================================================================ NCNN 20200916 Target: CPU - Model: alexnet ms < Lower Is Better HSW 1 . 39.72 |================================================================ HSW 2 . 39.83 |================================================================ HSW 3 . 39.64 |================================================================ NCNN 20200916 Target: CPU - Model: resnet50 ms < Lower Is Better HSW 1 . 253.78 |=============================================================== HSW 2 . 254.22 |=============================================================== HSW 3 . 254.03 |=============================================================== NCNN 20200916 Target: CPU - Model: yolov4-tiny ms < Lower Is Better HSW 1 . 82.29 |=============================================================== HSW 2 . 83.57 |================================================================ HSW 3 . 81.90 |===============================================================