MNN Comparison
Intel Core i7-1165G7 testing with a Dell 0GG9PT (1.0.3 BIOS) and Intel UHD 3GB on Ubuntu 20.10 via the Phoronix Test Suite.


Ryzen 9 5950X: 

	Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (2702 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 1TB + 1000GB Samsung SSD 980 PRO 1TB, Graphics: Sapphire AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 6GB (1780/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211

	OS: Ubuntu 20.10, Kernel: 5.10.0-phx (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

Core i7 1165G7: 

	Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (1.0.3 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Kioxia KBG40ZNS256G NVMe 256GB, Graphics: Intel UHD 3GB (1300MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201

	OS: Ubuntu 20.10, Kernel: 5.11.0-rc1-phx (x86_64) 20201228, Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.9, Display Driver: modesetting 1.20.9, OpenGL: 4.6 Mesa 21.0.0-devel (git-7d8d99e 2020-12-25 groovy-oibaf-ppa), Vulkan: 1.2.145, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 1920x1200


Mobile Neural Network 2020-09-17
Model: SqueezeNetV1.0
ms < Lower Is Better
Ryzen 9 5950X .. 6.494  |================================
Core i7 1165G7 . 10.840 |======================================================


Mobile Neural Network 2020-09-17
Model: resnet-v2-50
ms < Lower Is Better
Ryzen 9 5950X .. 27.83 |=============================
Core i7 1165G7 . 51.89 |=======================================================


Mobile Neural Network 2020-09-17
Model: MobileNetV2_224
ms < Lower Is Better
Ryzen 9 5950X .. 3.188 |==============================
Core i7 1165G7 . 5.917 |=======================================================


Mobile Neural Network 2020-09-17
Model: mobilenet-v1-1.0
ms < Lower Is Better
Ryzen 9 5950X .. 5.813 |=======================================
Core i7 1165G7 . 8.111 |=======================================================


Mobile Neural Network 2020-09-17
Model: inception-v3
ms < Lower Is Better
Ryzen 9 5950X .. 28.18 |=======================
Core i7 1165G7 . 66.00 |=======================================================


Mobile Neural Network 1.1.1
Model: SqueezeNetV1.0
ms < Lower Is Better
Ryzen 9 5950X .. 5.125 |====================================
Core i7 1165G7 . 7.883 |=======================================================


Mobile Neural Network 1.1.1
Model: resnet-v2-50
ms < Lower Is Better
Ryzen 9 5950X .. 26.60 |==================================
Core i7 1165G7 . 43.38 |=======================================================


Mobile Neural Network 1.1.1
Model: MobileNetV2_224
ms < Lower Is Better
Ryzen 9 5950X .. 3.357 |==========================================
Core i7 1165G7 . 4.394 |=======================================================


Mobile Neural Network 1.1.1
Model: mobilenet-v1-1.0
ms < Lower Is Better
Ryzen 9 5950X .. 3.535 |====================================
Core i7 1165G7 . 5.383 |=======================================================


Mobile Neural Network 1.1.1
Model: inception-v3
ms < Lower Is Better
Ryzen 9 5950X .. 28.63 |==========================
Core i7 1165G7 . 60.78 |=======================================================