ncnn R7-7950X AMD Ryzen 9 7950X3D 16-Core testing with a MSI MAG X670E TOMAHAWK WIFI (MS-7E12) v1.0 (1.80 BIOS) and NVIDIA RTX A6000 48GB on Ubuntu 22.04 via the Phoronix Test Suite. A6000 48GB: Processor: AMD Ryzen 9 7950X3D 16-Core @ 5.76GHz (16 Cores / 32 Threads), Motherboard: MSI MAG X670E TOMAHAWK WIFI (MS-7E12) v1.0 (1.80 BIOS), Chipset: AMD Device 14d8, Memory: 4 x 32GB DRAM-3600MT/s F5-6800J3445G32G, Disk: 2000GB Samsung SSD 990 PRO 2TB + 2 x 6001GB TOSHIBA MG08ADA6, Graphics: NVIDIA RTX A6000 48GB, Audio: NVIDIA GA102 HD Audio, Monitor: BenQ GW2480L, Network: Realtek RTL8125 2.5GbE + MEDIATEK Device 0616 OS: Ubuntu 22.04, Kernel: 6.5.0-41-generic (x86_64), Desktop: GNOME Shell 42.9, Display Server: X Server 1.21.1.4, Display Driver: NVIDIA 535.183.01, OpenGL: 4.6.0, Vulkan: 1.3.242, Compiler: GCC 11.4.0 + CUDA 12.2, File-System: ext4, Screen Resolution: 1920x1080 NCNN 20230517 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better A6000 48GB . 10.52 |=========================================================== NCNN 20230517 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better A6000 48GB . 3.96 |============================================================ NCNN 20230517 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better A6000 48GB . 3.96 |============================================================ NCNN 20230517 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better A6000 48GB . 4.14 |============================================================ NCNN 20230517 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better A6000 48GB . 3.80 |============================================================ NCNN 20230517 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better A6000 48GB . 5.13 |============================================================ NCNN 20230517 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better A6000 48GB . 1.60 |============================================================ NCNN 20230517 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better A6000 48GB . 9.84 |============================================================ NCNN 20230517 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better A6000 48GB . 36.92 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better A6000 48GB . 6.48 |============================================================ NCNN 20230517 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better A6000 48GB . 5.51 |============================================================ NCNN 20230517 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better A6000 48GB . 13.33 |=========================================================== NCNN 20230517 Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 ms < Lower Is Better A6000 48GB . 10.52 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better A6000 48GB . 16.72 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better A6000 48GB . 9.06 |============================================================ NCNN 20230517 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better A6000 48GB . 10.59 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: vision_transformer ms < Lower Is Better A6000 48GB . 41.81 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: FastestDet ms < Lower Is Better A6000 48GB . 3.83 |============================================================