ncnn 5500u AMD Ryzen 5 5500U testing with a LENOVO LNVNB161216 (GLCN22WW BIOS) and AMD Lucienne 2GB on Ubuntu 21.04 via the Phoronix Test Suite. 1: Processor: AMD Ryzen 5 5500U @ 2.10GHz (6 Cores / 12 Threads), Motherboard: LENOVO LNVNB161216 (GLCN22WW BIOS), Chipset: AMD Renoir Root Complex, Memory: 6GB, Disk: 256GB SAMSUNG MZALQ256HBJD-00BL2, Graphics: AMD Lucienne 2GB (1800/400MHz), Audio: AMD Renoir Radeon HD Audio, Network: Qualcomm Atheros QCA6174 802.11ac OS: Ubuntu 21.04, Kernel: 5.12.17-051217-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11 + Wayland, OpenGL: 4.6 Mesa 21.2.0-devel (git-4698755 2021-07-03 hirsute-oibaf-ppa) (LLVM 12.0.0), Vulkan: 1.2.182, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1080 2: Processor: AMD Ryzen 5 5500U @ 2.10GHz (6 Cores / 12 Threads), Motherboard: LENOVO LNVNB161216 (GLCN22WW BIOS), Chipset: AMD Renoir Root Complex, Memory: 6GB, Disk: 256GB SAMSUNG MZALQ256HBJD-00BL2, Graphics: AMD Lucienne 2GB (1800/400MHz), Audio: AMD Renoir Radeon HD Audio, Network: Qualcomm Atheros QCA6174 802.11ac OS: Ubuntu 21.04, Kernel: 5.12.17-051217-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11 + Wayland, OpenGL: 4.6 Mesa 21.2.0-devel (git-4698755 2021-07-03 hirsute-oibaf-ppa) (LLVM 12.0.0), Vulkan: 1.2.182, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1080 3: Processor: AMD Ryzen 5 5500U @ 2.10GHz (6 Cores / 12 Threads), Motherboard: LENOVO LNVNB161216 (GLCN22WW BIOS), Chipset: AMD Renoir Root Complex, Memory: 6GB, Disk: 256GB SAMSUNG MZALQ256HBJD-00BL2, Graphics: AMD Lucienne 2GB (1800/400MHz), Audio: AMD Renoir Radeon HD Audio, Network: Qualcomm Atheros QCA6174 802.11ac OS: Ubuntu 21.04, Kernel: 5.12.17-051217-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11 + Wayland, OpenGL: 4.6 Mesa 21.2.0-devel (git-4698755 2021-07-03 hirsute-oibaf-ppa) (LLVM 12.0.0), Vulkan: 1.2.182, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1080 NCNN 20210720 Target: CPU - Model: mobilenet ms < Lower Is Better 1 . 28.21 |==================================================================== 2 . 28.12 |==================================================================== 3 . 28.14 |==================================================================== NCNN 20210720 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 1 . 7.89 |===================================================================== 2 . 7.83 |==================================================================== 3 . 7.80 |==================================================================== NCNN 20210720 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 1 . 6.73 |===================================================================== 2 . 6.64 |==================================================================== 3 . 6.61 |==================================================================== NCNN 20210720 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better 1 . 5.07 |==================================================================== 2 . 5.12 |===================================================================== 3 . 5.08 |==================================================================== NCNN 20210720 Target: CPU - Model: mnasnet ms < Lower Is Better 1 . 5.72 |===================================================================== 2 . 5.76 |===================================================================== 3 . 5.68 |==================================================================== NCNN 20210720 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better 1 . 10.37 |==================================================================== 2 . 10.35 |==================================================================== 3 . 10.21 |=================================================================== NCNN 20210720 Target: CPU - Model: blazeface ms < Lower Is Better 1 . 1.95 |===================================================================== 2 . 1.96 |===================================================================== 3 . 1.95 |===================================================================== NCNN 20210720 Target: CPU - Model: googlenet ms < Lower Is Better 1 . 23.68 |================================================================ 2 . 23.63 |================================================================ 3 . 25.17 |==================================================================== NCNN 20210720 Target: CPU - Model: vgg16 ms < Lower Is Better 1 . 107.15 |=================================================================== 2 . 106.67 |=================================================================== 3 . 106.76 |=================================================================== NCNN 20210720 Target: CPU - Model: resnet18 ms < Lower Is Better 1 . 23.69 |==================================================================== 2 . 23.71 |==================================================================== 3 . 23.85 |==================================================================== NCNN 20210720 Target: CPU - Model: alexnet ms < Lower Is Better 1 . 17.77 |==================================================================== 2 . 17.71 |=================================================================== 3 . 17.88 |==================================================================== NCNN 20210720 Target: CPU - Model: resnet50 ms < Lower Is Better 1 . 44.09 |==================================================================== 2 . 43.93 |==================================================================== 3 . 44.01 |==================================================================== NCNN 20210720 Target: CPU - Model: yolov4-tiny ms < Lower Is Better 1 . 43.24 |==================================================================== 2 . 42.77 |=================================================================== 3 . 43.05 |==================================================================== NCNN 20210720 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better 1 . 34.95 |==================================================================== 2 . 31.40 |============================================================= 3 . 31.48 |============================================================= NCNN 20210720 Target: CPU - Model: regnety_400m ms < Lower Is Better 1 . 11.48 |==================================================================== 2 . 11.41 |==================================================================== 3 . 11.43 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better 1 . 13.65 |================================================================== 2 . 14.16 |==================================================================== 3 . 13.29 |================================================================ NCNN 20210720 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 1 . 5.06 |===================================================================== 2 . 5.02 |==================================================================== 3 . 5.03 |===================================================================== NCNN 20210720 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 1 . 6.05 |===================================================================== 2 . 6.09 |===================================================================== 3 . 6.05 |===================================================================== NCNN 20210720 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better 1 . 3.90 |=================================================================== 2 . 3.97 |==================================================================== 3 . 4.03 |===================================================================== NCNN 20210720 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better 1 . 5.03 |===================================================================== 2 . 5.02 |===================================================================== 3 . 5.01 |===================================================================== NCNN 20210720 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better 1 . 11.98 |==================================================================== 2 . 12.00 |==================================================================== 3 . 11.98 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better 1 . 1.59 |===================================================================== 2 . 1.51 |================================================================== 3 . 1.49 |================================================================= NCNN 20210720 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better 1 . 10.99 |=================================================================== 2 . 11.03 |==================================================================== 3 . 11.11 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better 1 . 59.41 |==================================================================== 2 . 59.73 |==================================================================== 3 . 59.48 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better 1 . 8.06 |===================================================================== 2 . 8.03 |===================================================================== 3 . 8.05 |===================================================================== NCNN 20210720 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better 1 . 9.65 |===================================================================== 2 . 9.68 |===================================================================== 3 . 9.71 |===================================================================== NCNN 20210720 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better 1 . 16.24 |==================================================================== 2 . 16.11 |=================================================================== 3 . 16.12 |=================================================================== NCNN 20210720 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better 1 . 26.29 |==================================================================== 2 . 26.04 |=================================================================== 3 . 25.77 |=================================================================== NCNN 20210720 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better 1 . 19.04 |================================================================== 2 . 18.61 |================================================================= 3 . 19.51 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better 1 . 6.71 |==================================================================== 2 . 6.68 |==================================================================== 3 . 6.78 |=====================================================================