ncnnxa ARMv8 rev 0 testing with a Jetson-AGX and NVIDIA Tegra Xavier on Ubuntu 18.04 via the Phoronix Test Suite. ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX: Processor: ARMv8 rev 0 @ 1.19GHz (8 Cores), Motherboard: Jetson-AGX, Memory: 32GB, Disk: 31GB HBG4a2, Graphics: NVIDIA Tegra Xavier, Monitor: PL2493H OS: Ubuntu 18.04, Kernel: 4.9.140-tegra (aarch64), Desktop: GNOME Shell 3.28.4, Display Server: X Server 1.19.6, Display Driver: NVIDIA 32.4.4, OpenGL: 4.6.0, Vulkan: 1.2.131, Compiler: GCC 7.5.0 + CUDA 10.2, File-System: ext4, Screen Resolution: 1920x1080 NCNN 20201218 Target: CPU - Model: mobilenet ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 67.29 |======================= NCNN 20201218 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 26.39 |======================= NCNN 20201218 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 25.92 |======================= NCNN 20201218 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 26.67 |======================= NCNN 20201218 Target: CPU - Model: mnasnet ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 27.93 |======================= NCNN 20201218 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 56.30 |======================= NCNN 20201218 Target: CPU - Model: blazeface ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 13.77 |======================= NCNN 20201218 Target: CPU - Model: googlenet ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 59.08 |======================= NCNN 20201218 Target: CPU - Model: vgg16 ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 116.20 |====================== NCNN 20201218 Target: CPU - Model: resnet18 ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 38.34 |======================= NCNN 20201218 Target: CPU - Model: alexnet ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 32.61 |======================= NCNN 20201218 Target: CPU - Model: resnet50 ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 114.38 |====================== NCNN 20201218 Target: CPU - Model: yolov4-tiny ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 84.75 |======================= NCNN 20201218 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 81.11 |======================= NCNN 20201218 Target: CPU - Model: regnety_400m ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 147.25 |====================== NCNN 20201218 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 61.99 |======================= NCNN 20201218 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 22.42 |======================= NCNN 20201218 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 22.93 |======================= NCNN 20201218 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 22.96 |======================= NCNN 20201218 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 23.42 |======================= NCNN 20201218 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 34.38 |======================= NCNN 20201218 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 12.68 |======================= NCNN 20201218 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 55.65 |======================= NCNN 20201218 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 107.0 |======================= NCNN 20201218 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 37.23 |======================= NCNN 20201218 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 33.17 |======================= NCNN 20201218 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 92.37 |======================= NCNN 20201218 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 82.40 |======================= NCNN 20201218 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 67.02 |======================= NCNN 20201218 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better ARMv8 rev 0 - NVIDIA Tegra Xavier - Jetson-AGX . 147.30 |======================