ncnn 10900k dec Intel Core i9-10900K testing with a Gigabyte Z490 AORUS MASTER (F3 BIOS) and Gigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB on Ubuntu 20.10 via the Phoronix Test Suite. 1: Processor: Intel Core i9-10900K @ 5.30GHz (10 Cores / 20 Threads), Motherboard: Gigabyte Z490 AORUS MASTER (F3 BIOS), Chipset: Intel Comet Lake PCH, Memory: 16GB, Disk: Samsung SSD 970 EVO 250GB, Graphics: Gigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB (1890/875MHz), Audio: Realtek ALC1220, Monitor: ASUS MG28U, Network: Intel + Intel Wi-Fi 6 AX201 OS: Ubuntu 20.10, Kernel: 5.8.0-31-generic (x86_64), Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.9, Display Driver: modesetting 1.20.9, OpenGL: 4.6 Mesa 20.2.1 (LLVM 11.0.0), Vulkan: 1.2.131, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 3840x2160 2: Processor: Intel Core i9-10900K @ 5.30GHz (10 Cores / 20 Threads), Motherboard: Gigabyte Z490 AORUS MASTER (F3 BIOS), Chipset: Intel Comet Lake PCH, Memory: 16GB, Disk: Samsung SSD 970 EVO 250GB, Graphics: Gigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB (1890/875MHz), Audio: Realtek ALC1220, Monitor: ASUS MG28U, Network: Intel + Intel Wi-Fi 6 AX201 OS: Ubuntu 20.10, Kernel: 5.8.0-31-generic (x86_64), Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.9, Display Driver: modesetting 1.20.9, OpenGL: 4.6 Mesa 20.2.1 (LLVM 11.0.0), Vulkan: 1.2.131, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 3840x2160 3: Processor: Intel Core i9-10900K @ 5.30GHz (10 Cores / 20 Threads), Motherboard: Gigabyte Z490 AORUS MASTER (F3 BIOS), Chipset: Intel Comet Lake PCH, Memory: 16GB, Disk: Samsung SSD 970 EVO 250GB, Graphics: Gigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB (1890/875MHz), Audio: Realtek ALC1220, Monitor: ASUS MG28U, Network: Intel + Intel Wi-Fi 6 AX201 OS: Ubuntu 20.10, Kernel: 5.8.0-31-generic (x86_64), Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.9, Display Driver: modesetting 1.20.9, OpenGL: 4.6 Mesa 20.2.1 (LLVM 11.0.0), Vulkan: 1.2.131, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 3840x2160 4: Processor: Intel Core i9-10900K @ 5.30GHz (10 Cores / 20 Threads), Motherboard: Gigabyte Z490 AORUS MASTER (F3 BIOS), Chipset: Intel Comet Lake PCH, Memory: 16GB, Disk: Samsung SSD 970 EVO 250GB, Graphics: Gigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB (1890/875MHz), Audio: Realtek ALC1220, Monitor: ASUS MG28U, Network: Intel + Intel Wi-Fi 6 AX201 OS: Ubuntu 20.10, Kernel: 5.8.0-31-generic (x86_64), Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.9, Display Driver: modesetting 1.20.9, OpenGL: 4.6 Mesa 20.2.1 (LLVM 11.0.0), Vulkan: 1.2.131, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 3840x2160 5: Processor: Intel Core i9-10900K @ 5.30GHz (10 Cores / 20 Threads), Motherboard: Gigabyte Z490 AORUS MASTER (F3 BIOS), Chipset: Intel Comet Lake PCH, Memory: 16GB, Disk: Samsung SSD 970 EVO 250GB, Graphics: Gigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB (1890/875MHz), Audio: Realtek ALC1220, Monitor: ASUS MG28U, Network: Intel + Intel Wi-Fi 6 AX201 OS: Ubuntu 20.10, Kernel: 5.8.0-31-generic (x86_64), Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.9, Display Driver: modesetting 1.20.9, OpenGL: 4.6 Mesa 20.2.1 (LLVM 11.0.0), Vulkan: 1.2.131, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 3840x2160 NCNN 20201218 Target: CPU - Model: mobilenet ms < Lower Is Better 1 . 16.21 |=================================================================== 2 . 16.19 |=================================================================== 3 . 16.42 |==================================================================== 4 . 16.13 |=================================================================== 5 . 16.17 |=================================================================== NCNN 20201218 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 1 . 4.93 |==================================================================== 2 . 4.94 |==================================================================== 3 . 4.98 |===================================================================== 4 . 4.98 |===================================================================== 5 . 4.99 |===================================================================== NCNN 20201218 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 1 . 3.87 |==================================================================== 2 . 3.88 |==================================================================== 3 . 3.91 |===================================================================== 4 . 3.87 |==================================================================== 5 . 3.92 |===================================================================== NCNN 20201218 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better 1 . 4.41 |==================================================================== 2 . 4.37 |=================================================================== 3 . 4.48 |===================================================================== 4 . 4.41 |==================================================================== 5 . 4.43 |==================================================================== NCNN 20201218 Target: CPU - Model: mnasnet ms < Lower Is Better 1 . 3.81 |=================================================================== 2 . 3.79 |=================================================================== 3 . 3.92 |===================================================================== 4 . 3.82 |=================================================================== 5 . 3.83 |=================================================================== NCNN 20201218 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better 1 . 5.89 |===================================================================== 2 . 5.90 |===================================================================== 3 . 5.92 |===================================================================== 4 . 5.83 |==================================================================== 5 . 5.86 |==================================================================== NCNN 20201218 Target: CPU - Model: blazeface ms < Lower Is Better 1 . 1.60 |===================================================================== 2 . 1.59 |===================================================================== 3 . 1.60 |===================================================================== 4 . 1.59 |===================================================================== 5 . 1.59 |===================================================================== NCNN 20201218 Target: CPU - Model: googlenet ms < Lower Is Better 1 . 18.76 |==================================================================== 2 . 12.89 |=============================================== 3 . 12.84 |=============================================== 4 . 13.02 |=============================================== 5 . 12.88 |=============================================== NCNN 20201218 Target: CPU - Model: vgg16 ms < Lower Is Better 1 . 61.98 |==================================================================== 2 . 62.09 |==================================================================== 3 . 62.18 |==================================================================== 4 . 62.39 |==================================================================== 5 . 62.23 |==================================================================== NCNN 20201218 Target: CPU - Model: resnet18 ms < Lower Is Better 1 . 13.74 |==================================================================== 2 . 13.43 |================================================================== 3 . 13.43 |================================================================== 4 . 13.45 |=================================================================== 5 . 13.44 |=================================================================== NCNN 20201218 Target: CPU - Model: alexnet ms < Lower Is Better 1 . 12.06 |==================================================================== 2 . 12.00 |==================================================================== 3 . 11.99 |==================================================================== 4 . 12.02 |==================================================================== 5 . 12.02 |==================================================================== NCNN 20201218 Target: CPU - Model: resnet50 ms < Lower Is Better 1 . 24.38 |==================================================================== 2 . 24.08 |=================================================================== 3 . 24.34 |==================================================================== 4 . 24.09 |=================================================================== 5 . 24.08 |=================================================================== NCNN 20201218 Target: CPU - Model: yolov4-tiny ms < Lower Is Better 1 . 24.05 |==================================================================== 2 . 23.67 |=================================================================== 3 . 23.74 |=================================================================== 4 . 23.82 |=================================================================== 5 . 23.75 |=================================================================== NCNN 20201218 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better 1 . 17.89 |==================================================================== 2 . 17.74 |=================================================================== 3 . 17.88 |==================================================================== 4 . 17.83 |==================================================================== 5 . 17.88 |==================================================================== NCNN 20201218 Target: CPU - Model: regnety_400m ms < Lower Is Better 1 . 13.24 |==================================================================== 2 . 13.19 |==================================================================== 3 . 13.16 |==================================================================== 4 . 13.15 |==================================================================== 5 . 12.98 |=================================================================== NCNN 20201218 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better 1 . 16.68 |==================================================================== 2 . 16.12 |================================================================== 3 . 16.20 |================================================================== 4 . 16.15 |================================================================== 5 . 16.16 |================================================================== NCNN 20201218 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 1 . 4.94 |===================================================================== 2 . 4.96 |===================================================================== 3 . 4.97 |===================================================================== 4 . 4.96 |===================================================================== 5 . 4.87 |==================================================================== NCNN 20201218 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 1 . 3.83 |==================================================================== 2 . 3.88 |==================================================================== 3 . 3.88 |==================================================================== 4 . 3.91 |===================================================================== 5 . 3.88 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better 1 . 4.35 |==================================================================== 2 . 4.40 |===================================================================== 3 . 4.36 |==================================================================== 4 . 4.43 |===================================================================== 5 . 4.38 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better 1 . 3.80 |=================================================================== 2 . 3.93 |===================================================================== 3 . 3.79 |=================================================================== 4 . 3.83 |=================================================================== 5 . 3.87 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better 1 . 5.91 |==================================================================== 2 . 6.00 |===================================================================== 3 . 5.87 |==================================================================== 4 . 5.86 |=================================================================== 5 . 5.90 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better 1 . 1.58 |==================================================================== 2 . 1.61 |===================================================================== 3 . 1.57 |=================================================================== 4 . 1.59 |==================================================================== 5 . 1.59 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better 1 . 12.88 |=================================================================== 2 . 12.86 |=================================================================== 3 . 12.85 |=================================================================== 4 . 12.99 |==================================================================== 5 . 12.96 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better 1 . 62.03 |=================================================================== 2 . 61.66 |=================================================================== 3 . 62.50 |==================================================================== 4 . 62.51 |==================================================================== 5 . 62.28 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better 1 . 13.41 |=================================================================== 2 . 13.46 |==================================================================== 3 . 13.46 |==================================================================== 4 . 13.48 |==================================================================== 5 . 13.55 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better 1 . 12.01 |==================================================================== 2 . 12.00 |==================================================================== 3 . 12.00 |==================================================================== 4 . 12.04 |==================================================================== 5 . 11.97 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better 1 . 24.20 |==================================================================== 2 . 24.30 |==================================================================== 3 . 24.36 |==================================================================== 4 . 24.09 |=================================================================== 5 . 24.03 |=================================================================== NCNN 20201218 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better 1 . 24.09 |==================================================================== 2 . 23.81 |=================================================================== 3 . 23.96 |==================================================================== 4 . 23.79 |=================================================================== 5 . 23.76 |=================================================================== NCNN 20201218 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better 1 . 17.86 |==================================================================== 2 . 17.85 |==================================================================== 3 . 17.82 |==================================================================== 4 . 17.83 |==================================================================== 5 . 17.76 |==================================================================== NCNN 20201218 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better 1 . 12.98 |=================================================================== 2 . 13.15 |==================================================================== 3 . 13.02 |=================================================================== 4 . 13.23 |==================================================================== 5 . 13.11 |===================================================================