a
c


b: 

	Processor: AMD Ryzen 5 3600 6-Core @ 4.35GHz (6 Cores / 12 Threads), Motherboard: MSI B450M PRO-M2 MAX (MS-7B84) v2.0 (A.70 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: 1000GB CT1000P1SSD8 + 256GB SAMSUNG SSD 830 + 2000GB Seagate ST2000DM006-2DM1, Graphics: eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (645/810MHz), Audio: NVIDIA TU116 HD Audio, Monitor: BenQ GL2250, Network: Realtek RTL8111/8168/8411

	OS: Ubuntu 20.04, Kernel: 5.4.0-48-generic (x86_64), Desktop: KDE Plasma 5.18.5, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, Vulkan: 1.2.133, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080


NCNN 20200916
Target: Vulkan GPU - Model: squeezenet
ms < Lower Is Better
b . 7.81 |=====================================================================


NCNN 20200916
Target: Vulkan GPU - Model: mobilenet
ms < Lower Is Better
b . 8.27 |=====================================================================


NCNN 20200916
Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2
ms < Lower Is Better
b . 2.64 |=====================================================================


NCNN 20200916
Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3
ms < Lower Is Better
b . 2.74 |=====================================================================


NCNN 20200916
Target: Vulkan GPU - Model: shufflenet-v2
ms < Lower Is Better
b . 2.23 |=====================================================================


NCNN 20200916
Target: Vulkan GPU - Model: mnasnet
ms < Lower Is Better
b . 2.62 |=====================================================================


NCNN 20200916
Target: Vulkan GPU - Model: efficientnet-b0
ms < Lower Is Better
b . 4.16 |=====================================================================


NCNN 20200916
Target: Vulkan GPU - Model: blazeface
ms < Lower Is Better
b . 1.16 |=====================================================================


NCNN 20200916
Target: Vulkan GPU - Model: googlenet
ms < Lower Is Better
b . 5.46 |=====================================================================


NCNN 20200916
Target: Vulkan GPU - Model: vgg16
ms < Lower Is Better
b . 15.74 |====================================================================


NCNN 20200916
Target: Vulkan GPU - Model: resnet18
ms < Lower Is Better
b . 3.41 |=====================================================================


NCNN 20200916
Target: Vulkan GPU - Model: alexnet
ms < Lower Is Better
b . 4.37 |=====================================================================


NCNN 20200916
Target: Vulkan GPU - Model: resnet50
ms < Lower Is Better
b . 8.62 |=====================================================================


NCNN 20200916
Target: Vulkan GPU - Model: yolov4-tiny
ms < Lower Is Better
b . 13.98 |====================================================================