TNN NCNN AMD Ryzen 9 3950X 16-Core testing with a ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS) and Sapphire AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 6GB on Ubuntu 20.04 via the Phoronix Test Suite. 3950X + Navi: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: Sapphire AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 6GB (1780/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6daily20200925-generic (x86_64) 20200924, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, OpenGL: 4.6 Mesa 20.3.0-devel (git-3173367 2020-09-25 focal-oibaf-ppa) (LLVM 10.0.1), OpenCL: OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.145, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 2: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: Sapphire AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 6GB (1780/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6daily20200925-generic (x86_64) 20200924, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, OpenGL: 4.6 Mesa 20.3.0-devel (git-3173367 2020-09-25 focal-oibaf-ppa) (LLVM 10.0.1), OpenCL: OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.145, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 3: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: Sapphire AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 6GB (1780/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6daily20200925-generic (x86_64) 20200924, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, OpenGL: 4.6 Mesa 20.3.0-devel (git-3173367 2020-09-25 focal-oibaf-ppa) (LLVM 10.0.1), OpenCL: OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.145, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 NCNN 20200916 Target: CPU - Model: squeezenet ms < Lower Is Better 3950X + Navi . 15.96 |========================================================= 2 ............ 15.85 |========================================================= 3 ............ 15.90 |========================================================= NCNN 20200916 Target: CPU - Model: mobilenet ms < Lower Is Better 3950X + Navi . 17.57 |========================================================= 2 ............ 17.18 |======================================================== 3 ............ 17.16 |======================================================== NCNN 20200916 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 3950X + Navi . 5.92 |========================================================== 2 ............ 5.83 |========================================================= 3 ............ 5.86 |========================================================= NCNN 20200916 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 3950X + Navi . 5.15 |========================================================== 2 ............ 5.17 |========================================================== 3 ............ 5.16 |========================================================== NCNN 20200916 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better 3950X + Navi . 5.10 |========================================================== 2 ............ 5.10 |========================================================== 3 ............ 5.09 |========================================================== NCNN 20200916 Target: CPU - Model: mnasnet ms < Lower Is Better 3950X + Navi . 5.21 |========================================================== 2 ............ 5.18 |========================================================== 3 ............ 5.19 |========================================================== NCNN 20200916 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better 3950X + Navi . 7.05 |========================================================= 2 ............ 7.20 |========================================================== 3 ............ 7.01 |======================================================== NCNN 20200916 Target: CPU - Model: blazeface ms < Lower Is Better 3950X + Navi . 2.01 |========================================================== 2 ............ 2.01 |========================================================== 3 ............ 2.01 |========================================================== NCNN 20200916 Target: CPU - Model: googlenet ms < Lower Is Better 3950X + Navi . 19.22 |========================================================= 2 ............ 19.33 |========================================================= 3 ............ 18.90 |======================================================== NCNN 20200916 Target: CPU - Model: vgg16 ms < Lower Is Better 3950X + Navi . 70.29 |========================================================= 2 ............ 70.01 |========================================================= 3 ............ 70.29 |========================================================= NCNN 20200916 Target: CPU - Model: resnet18 ms < Lower Is Better 3950X + Navi . 17.69 |========================================================= 2 ............ 17.60 |========================================================= 3 ............ 17.43 |======================================================== NCNN 20200916 Target: CPU - Model: alexnet ms < Lower Is Better 3950X + Navi . 16.58 |========================================================= 2 ............ 16.63 |========================================================= 3 ............ 16.50 |========================================================= NCNN 20200916 Target: CPU - Model: resnet50 ms < Lower Is Better 3950X + Navi . 29.70 |========================================================= 2 ............ 29.36 |======================================================== 3 ............ 29.53 |========================================================= NCNN 20200916 Target: CPU - Model: yolov4-tiny ms < Lower Is Better 3950X + Navi . 29.26 |========================================================= 2 ............ 28.94 |======================================================== 3 ............ 28.82 |======================================================== NCNN 20200916 Target: Vulkan GPU - Model: squeezenet ms < Lower Is Better 3950X + Navi . 3.58 |========================================================== 2 ............ 3.58 |========================================================== 3 ............ 3.60 |========================================================== NCNN 20200916 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better 3950X + Navi . 6.58 |========================================================== 2 ............ 6.58 |========================================================== 3 ............ 6.59 |========================================================== NCNN 20200916 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 3950X + Navi . 2.14 |========================================================== 2 ............ 2.14 |========================================================== 3 ............ 2.14 |========================================================== NCNN 20200916 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 3950X + Navi . 3.10 |========================================================== 2 ............ 3.10 |========================================================== 3 ............ 3.09 |========================================================== NCNN 20200916 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better 3950X + Navi . 1.84 |========================================================= 2 ............ 1.86 |========================================================== 3 ............ 1.83 |========================================================= NCNN 20200916 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better 3950X + Navi . 2.23 |========================================================== 2 ............ 2.23 |========================================================== 3 ............ 2.23 |========================================================== NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better 3950X + Navi . 6.83 |========================================================== 2 ............ 6.87 |========================================================== 3 ............ 6.80 |========================================================= NCNN 20200916 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better 3950X + Navi . 0.76 |========================================================== 2 ............ 0.76 |========================================================== 3 ............ 0.76 |========================================================== NCNN 20200916 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better 3950X + Navi . 4.25 |========================================================== 2 ............ 4.25 |========================================================== 3 ............ 4.26 |========================================================== NCNN 20200916 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better 3950X + Navi . 14.97 |========================================================= 2 ............ 14.97 |========================================================= 3 ............ 14.98 |========================================================= NCNN 20200916 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better 3950X + Navi . 1.73 |========================================================== 2 ............ 1.72 |========================================================== 3 ............ 1.73 |========================================================== NCNN 20200916 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better 3950X + Navi . 5.23 |========================================================== 2 ............ 5.21 |========================================================== 3 ............ 5.19 |========================================================== NCNN 20200916 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better 3950X + Navi . 4.95 |========================================================== 2 ............ 4.95 |========================================================== 3 ............ 4.96 |========================================================== NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better 3950X + Navi . 8.65 |========================================================== 2 ............ 8.55 |========================================================= 3 ............ 8.55 |========================================================= TNN 0.2.3 Target: CPU - Model: MobileNet v2 ms < Lower Is Better 3950X + Navi . 244.91 |======================================================== 2 ............ 240.62 |======================================================= 3 ............ 240.20 |======================================================= TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 ms < Lower Is Better 3950X + Navi . 237.00 |======================================================== 2 ............ 225.25 |===================================================== 3 ............ 238.14 |========================================================