ncnn updated 5950x + rx 6800 xt AMD Ryzen 9 5950X 16-Core testing with a ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS) and AMD SIENNA_CICHLID 16GB on Ubuntu 20.04 via the Phoronix Test Suite. 1: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: AMD SIENNA_CICHLID 16GB (2575/1000MHz), Audio: AMD Device ab28, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.10.0-051000rc6daily20201205-generic (x86_64) 20201204, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 21.0.0-devel (git-e6a6620 2020-12-17 focal-oibaf-ppa) (LLVM 11.0.0), Vulkan: 1.2.145, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 2: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: AMD SIENNA_CICHLID 16GB (2575/1000MHz), Audio: AMD Device ab28, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.10.0-051000rc6daily20201205-generic (x86_64) 20201204, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 21.0.0-devel (git-e6a6620 2020-12-17 focal-oibaf-ppa) (LLVM 11.0.0), Vulkan: 1.2.145, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 3: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: AMD SIENNA_CICHLID 16GB (2575/1000MHz), Audio: AMD Device ab28, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.10.0-051000rc6daily20201205-generic (x86_64) 20201204, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 21.0.0-devel (git-e6a6620 2020-12-17 focal-oibaf-ppa) (LLVM 11.0.0), Vulkan: 1.2.145, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 4: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: AMD SIENNA_CICHLID 16GB (2575/1000MHz), Audio: AMD Device ab28, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.10.0-051000rc6daily20201205-generic (x86_64) 20201204, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 21.0.0-devel (git-e6a6620 2020-12-17 focal-oibaf-ppa) (LLVM 11.0.0), Vulkan: 1.2.145, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 NCNN 20201218 Target: CPU - Model: mobilenet ms < Lower Is Better 1 . 12.55 |==================================================================== 2 . 12.39 |=================================================================== 3 . 12.25 |================================================================== 4 . 12.63 |==================================================================== NCNN 20201218 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 1 . 4.46 |===================================================================== 2 . 4.40 |==================================================================== 3 . 4.49 |===================================================================== 4 . 4.46 |===================================================================== NCNN 20201218 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 1 . 4.15 |==================================================================== 2 . 4.10 |==================================================================== 3 . 4.17 |===================================================================== 4 . 4.19 |===================================================================== NCNN 20201218 Target: CPU - Model: mnasnet ms < Lower Is Better 1 . 4.01 |==================================================================== 2 . 3.92 |=================================================================== 3 . 4.05 |===================================================================== 4 . 4.02 |==================================================================== NCNN 20201218 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better 1 . 5.40 |==================================================================== 2 . 5.30 |=================================================================== 3 . 5.45 |===================================================================== 4 . 5.38 |==================================================================== NCNN 20201218 Target: CPU - Model: blazeface ms < Lower Is Better 1 . 1.84 |================================================================== 2 . 1.82 |================================================================= 3 . 1.93 |===================================================================== 4 . 1.84 |================================================================== NCNN 20201218 Target: CPU - Model: googlenet ms < Lower Is Better 1 . 12.99 |================================================================== 2 . 12.69 |================================================================= 3 . 13.29 |==================================================================== 4 . 13.26 |==================================================================== NCNN 20201218 Target: CPU - Model: vgg16 ms < Lower Is Better 1 . 57.93 |==================================================================== 2 . 57.96 |==================================================================== 3 . 57.72 |==================================================================== 4 . 57.86 |==================================================================== NCNN 20201218 Target: CPU - Model: resnet18 ms < Lower Is Better 1 . 14.56 |==================================================================== 2 . 14.39 |=================================================================== 3 . 14.64 |==================================================================== 4 . 14.61 |==================================================================== NCNN 20201218 Target: CPU - Model: alexnet ms < Lower Is Better 1 . 11.30 |==================================================================== 2 . 11.02 |================================================================== 3 . 11.25 |==================================================================== 4 . 11.22 |==================================================================== NCNN 20201218 Target: CPU - Model: resnet50 ms < Lower Is Better 1 . 25.47 |=================================================================== 2 . 25.21 |================================================================== 3 . 25.11 |================================================================== 4 . 25.93 |==================================================================== NCNN 20201218 Target: CPU - Model: yolov4-tiny ms < Lower Is Better 1 . 21.73 |=================================================================== 2 . 21.34 |================================================================== 3 . 21.50 |================================================================== 4 . 22.04 |==================================================================== NCNN 20201218 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better 1 . 14.67 |==================================================================== 2 . 14.56 |=================================================================== 3 . 14.45 |=================================================================== 4 . 14.63 |==================================================================== NCNN 20201218 Target: CPU - Model: regnety_400m ms < Lower Is Better 1 . 17.95 |=================================================================== 2 . 17.89 |=================================================================== 3 . 18.25 |==================================================================== 4 . 17.97 |=================================================================== NCNN 20201218 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better 1 . 4.46 |===================================================================== 2 . 4.43 |===================================================================== 3 . 4.44 |===================================================================== 4 . 4.45 |===================================================================== NCNN 20201218 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better 1 . 12.20 |================================================================== 2 . 12.56 |==================================================================== 3 . 12.39 |=================================================================== 4 . 12.51 |==================================================================== NCNN 20201218 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 1 . 4.46 |==================================================================== 2 . 4.49 |===================================================================== 3 . 4.42 |=================================================================== 4 . 4.52 |===================================================================== NCNN 20201218 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 1 . 4.13 |==================================================================== 2 . 4.22 |===================================================================== 3 . 4.17 |==================================================================== 4 . 4.18 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better 1 . 4.48 |===================================================================== 2 . 4.45 |===================================================================== 3 . 4.46 |===================================================================== 4 . 4.44 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better 1 . 3.99 |=================================================================== 2 . 4.05 |==================================================================== 3 . 4.08 |===================================================================== 4 . 4.04 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better 1 . 5.38 |=================================================================== 2 . 5.39 |=================================================================== 3 . 5.52 |===================================================================== 4 . 5.44 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better 1 . 1.84 |===================================================================== 2 . 1.84 |===================================================================== 3 . 1.85 |===================================================================== 4 . 1.84 |===================================================================== NCNN 20201218 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better 1 . 13.03 |================================================================== 2 . 13.14 |================================================================== 3 . 13.51 |==================================================================== 4 . 13.31 |=================================================================== NCNN 20201218 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better 1 . 57.61 |==================================================================== 2 . 57.68 |==================================================================== 3 . 57.46 |==================================================================== 4 . 57.68 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better 1 . 14.53 |=================================================================== 2 . 14.79 |==================================================================== 3 . 14.71 |==================================================================== 4 . 14.58 |=================================================================== NCNN 20201218 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better 1 . 11.40 |=================================================================== 2 . 11.48 |==================================================================== 3 . 11.54 |==================================================================== 4 . 11.23 |================================================================== NCNN 20201218 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better 1 . 24.83 |================================================================= 2 . 26.07 |==================================================================== 3 . 25.47 |================================================================== 4 . 25.49 |================================================================== NCNN 20201218 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better 1 . 20.87 |================================================================= 2 . 21.92 |==================================================================== 3 . 21.45 |=================================================================== 4 . 21.69 |=================================================================== NCNN 20201218 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better 1 . 14.33 |=================================================================== 2 . 14.52 |==================================================================== 3 . 14.31 |=================================================================== 4 . 14.41 |=================================================================== NCNN 20201218 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better 1 . 18.24 |=================================================================== 2 . 17.93 |================================================================== 3 . 18.41 |==================================================================== 4 . 18.13 |===================================================================