testoutputncnn ARMv8 Cortex-A76 testing on Debian 12 via the Phoronix Test Suite. 1: Processor: ARMv8 Cortex-A76 @ 2.40GHz (4 Cores), Motherboard: Raspberry Pi 5 Model B Rev 1.0, Memory: 8GB, Disk: 31GB SD32G, Network: Device 1de4:0001 OS: Debian 12, Kernel: 6.6.28+rpt-rpi-2712 (aarch64), OpenGL: 4.5 Mesa 23.2.1-1~bpo12+rpt3 (LLVM 15.0.6 128 bits), Compiler: GCC 12.2.0, File-System: ext4 ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0: Processor: ARMv8 Cortex-A76 @ 2.40GHz (4 Cores), Motherboard: Raspberry Pi 5 Model B Rev 1.0, Memory: 4096MB, Disk: 31GB SD32G, Network: Device 1de4:0001 OS: Debian 12, Kernel: 6.6.31+rpt-rpi-2712 (aarch64), OpenGL: 4.5 Mesa 23.2.1-1~bpo12+rpt3 (LLVM 15.0.6 128 bits), Compiler: GCC 12.2.0, File-System: ext4 NCNN 20230517 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better 1 .................................................... 43.89 |================= ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0 . 41.03 |================ NCNN 20230517 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 1 .................................................... 12.39 |================= ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0 . 11.25 |=============== NCNN 20230517 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 1 .................................................... 8.76 |================== ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0 . 8.13 |================= NCNN 20230517 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better 1 .................................................... 3.34 |================== ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0 . 3.30 |================== NCNN 20230517 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better 1 .................................................... 8.13 |================== ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0 . 7.58 |================= NCNN 20230517 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better 1 .................................................... 14.24 |================= ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0 . 13.26 |================ NCNN 20230517 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better 1 .................................................... 1.60 |================== ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0 . 1.56 |================== NCNN 20230517 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better 1 .................................................... 31.06 |================= ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0 . 28.82 |================ NCNN 20230517 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better 1 .................................................... 155.17 |================ ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0 . 136.08 |============== NCNN 20230517 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better 1 .................................................... 22.38 |================= ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0 . 20.98 |================ NCNN 20230517 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better 1 .................................................... 24.79 |================= ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0 . 23.32 |================ NCNN 20230517 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better 1 .................................................... 52.55 |================= ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0 . 48.73 |================ NCNN 20230517 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better 1 .................................................... 52.72 |================= ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0 . 48.58 |================ NCNN 20230517 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better 1 .................................................... 38.37 |================= ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0 . 35.01 |================ NCNN 20230517 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better 1 .................................................... 10.56 |================= ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0 . 10.34 |================= NCNN 20230517 Target: Vulkan GPU - Model: vision_transformer ms < Lower Is Better 1 .................................................... 600.40 |================ ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0 . 598.13 |================ NCNN 20230517 Target: Vulkan GPU - Model: FastestDet ms < Lower Is Better 1 .................................................... 5.54 |================== ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0 . 5.17 |================= NCNN 20230517 Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 ms < Lower Is Better ARMv8 Cortex-A76 - - Raspberry Pi 5 Model B Rev 1.0 . 41.03 |=================