vktest AMD Ryzen 3 2200G testing with a Gigabyte B450M DS3H-CF (F40 BIOS) and MSI NVIDIA GeForce GTX 1050 2GB on Ubuntu 18.04 via the Phoronix Test Suite. gangut: Processor: AMD Ryzen 3 2200G @ 3.50GHz (4 Cores), Motherboard: Gigabyte B450M DS3H-CF (F40 BIOS), Chipset: AMD Device 15d0, Memory: 8GB, Disk: 500GB Samsung SSD 850 + 1500GB SAMSUNG HD154UI, Graphics: MSI NVIDIA GeForce GTX 1050 2GB (1354/3504MHz), Audio: NVIDIA GP107GL HD Audio, Monitor: LG ULTRAWIDE, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 18.04, Kernel: 5.4.0-48-generic (x86_64), Desktop: MATE 1.20.1, Display Server: X Server 1.20.8, Display Driver: NVIDIA 440.82, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.2.159 + OpenCL 2.1 AMD-APP (3004.6), Vulkan: 1.1.119, Compiler: GCC 7.5.0 + CUDA 10.2, File-System: ext4, Screen Resolution: 3640x1920 NCNN 20200916 Target: CPU - Model: squeezenet ms < Lower Is Better gangut . 33.53 |=============================================================== NCNN 20200916 Target: CPU - Model: mobilenet ms < Lower Is Better gangut . 41.99 |=============================================================== NCNN 20200916 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better gangut . 10.09 |=============================================================== NCNN 20200916 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better gangut . 9.00 |================================================================ NCNN 20200916 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better gangut . 5.78 |================================================================ NCNN 20200916 Target: CPU - Model: mnasnet ms < Lower Is Better gangut . 9.67 |================================================================ NCNN 20200916 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better gangut . 16.09 |=============================================================== NCNN 20200916 Target: CPU - Model: blazeface ms < Lower Is Better gangut . 2.04 |================================================================ NCNN 20200916 Target: CPU - Model: googlenet ms < Lower Is Better gangut . 34.01 |=============================================================== NCNN 20200916 Target: CPU - Model: vgg16 ms < Lower Is Better gangut . 114.11 |============================================================== NCNN 20200916 Target: CPU - Model: resnet18 ms < Lower Is Better gangut . 31.01 |=============================================================== NCNN 20200916 Target: CPU - Model: alexnet ms < Lower Is Better gangut . 27.36 |=============================================================== NCNN 20200916 Target: CPU - Model: resnet50 ms < Lower Is Better gangut . 70.21 |=============================================================== NCNN 20200916 Target: CPU - Model: yolov4-tiny ms < Lower Is Better gangut . 60.41 |=============================================================== NCNN 20200916 Target: Vulkan GPU - Model: squeezenet ms < Lower Is Better gangut . 13.03 |=============================================================== NCNN 20200916 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better gangut . 12.41 |=============================================================== NCNN 20200916 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better gangut . 3.26 |================================================================ NCNN 20200916 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better gangut . 3.85 |================================================================ NCNN 20200916 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better gangut . 2.95 |================================================================ NCNN 20200916 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better gangut . 3.52 |================================================================ NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better gangut . 5.76 |================================================================ NCNN 20200916 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better gangut . 1.58 |================================================================ NCNN 20200916 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better gangut . 8.35 |================================================================ NCNN 20200916 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better gangut . 34.38 |=============================================================== NCNN 20200916 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better gangut . 6.27 |================================================================ NCNN 20200916 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better gangut . 9.12 |================================================================ NCNN 20200916 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better gangut . 13.93 |=============================================================== NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better gangut . 22.00 |===============================================================