oo020300x06092020 Intel Core i5-4210U testing with a Acer ZORO_BH (V1.37 BIOS) and NVIDIA GeForce 920M 2GB on Ubuntu 20.04 via the Phoronix Test Suite. ACER ASPIRE 574X: Processor: Intel Core i5-4210U @ 2.70GHz (2 Cores / 4 Threads), Motherboard: Acer ZORO_BH (V1.37 BIOS), Chipset: Intel Haswell-ULT DRAM, Memory: 16GB, Disk: SSD 128GB + 500GB TOSHIBA MQ01ABF0, Graphics: NVIDIA GeForce 920M 2GB, Audio: Intel Haswell-ULT HD Audio, Network: Realtek RTL8111/8168/8411 + Qualcomm Atheros QCA9565 / AR9565 OS: Ubuntu 20.04, Kernel: 5.15.0-83-generic (x86_64), Desktop: Xfce 4.14, Display Server: X Server 1.20.13, Display Driver: NVIDIA 470.199.02, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.402, Vulkan: 1.2.175, Compiler: GCC 9.4.0 + Clang 10.0.0-4ubuntu1 + LLVM 10.0.0, File-System: ext4, Screen Resolution: 1366x768 NCNN 20210720 Target: CPU - Model: mobilenet ms < Lower Is Better ACER ASPIRE 574X . 62.41 |===================================================== NCNN 20210720 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better ACER ASPIRE 574X . 15.71 |===================================================== NCNN 20210720 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better ACER ASPIRE 574X . 13.77 |===================================================== NCNN 20210720 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better ACER ASPIRE 574X . 11.86 |===================================================== NCNN 20210720 Target: CPU - Model: mnasnet ms < Lower Is Better ACER ASPIRE 574X . 14.63 |===================================================== NCNN 20210720 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better ACER ASPIRE 574X . 23.69 |===================================================== NCNN 20210720 Target: CPU - Model: blazeface ms < Lower Is Better ACER ASPIRE 574X . 4.63 |====================================================== NCNN 20210720 Target: CPU - Model: googlenet ms < Lower Is Better ACER ASPIRE 574X . 50.54 |===================================================== NCNN 20210720 Target: CPU - Model: vgg16 ms < Lower Is Better ACER ASPIRE 574X . 172.86 |==================================================== NCNN 20210720 Target: CPU - Model: resnet18 ms < Lower Is Better ACER ASPIRE 574X . 51.67 |===================================================== NCNN 20210720 Target: CPU - Model: alexnet ms < Lower Is Better ACER ASPIRE 574X . 41.57 |===================================================== NCNN 20210720 Target: CPU - Model: resnet50 ms < Lower Is Better ACER ASPIRE 574X . 99.88 |===================================================== NCNN 20210720 Target: CPU - Model: yolov4-tiny ms < Lower Is Better ACER ASPIRE 574X . 85.54 |===================================================== NCNN 20210720 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better ACER ASPIRE 574X . 84.24 |===================================================== NCNN 20210720 Target: CPU - Model: regnety_400m ms < Lower Is Better ACER ASPIRE 574X . 24.64 |===================================================== NCNN 20210720 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better ACER ASPIRE 574X . 40.10 |===================================================== NCNN 20210720 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better ACER ASPIRE 574X . 10.97 |===================================================== NCNN 20210720 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better ACER ASPIRE 574X . 11.60 |===================================================== NCNN 20210720 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better ACER ASPIRE 574X . 10.09 |===================================================== NCNN 20210720 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better ACER ASPIRE 574X . 11.36 |===================================================== NCNN 20210720 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better ACER ASPIRE 574X . 21.26 |===================================================== NCNN 20210720 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better ACER ASPIRE 574X . 5.51 |====================================================== NCNN 20210720 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better ACER ASPIRE 574X . 35.69 |===================================================== NCNN 20210720 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better ACER ASPIRE 574X . 277.63 |==================================================== NCNN 20210720 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better ACER ASPIRE 574X . 38.04 |===================================================== NCNN 20210720 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better ACER ASPIRE 574X . 46.24 |===================================================== NCNN 20210720 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better ACER ASPIRE 574X . 87.13 |===================================================== NCNN 20210720 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better ACER ASPIRE 574X . 80.30 |===================================================== NCNN 20210720 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better ACER ASPIRE 574X . 50.45 |===================================================== NCNN 20210720 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better ACER ASPIRE 574X . 14.85 |=====================================================