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AMD Ryzen 5 4500U testing with a LENOVO LNVNB161216 (EECN20WW BIOS) and AMD Renoir 512MB on Ubuntu 20.04 via the Phoronix Test Suite.


AMDGPU LLVM: 

	Processor: AMD Ryzen 5 4500U @ 2.38GHz (6 Cores), Motherboard: LENOVO LNVNB161216 (EECN20WW BIOS), Chipset: AMD Renoir Root Complex, Memory: 16GB, Disk: 256GB SKHynix_HFM256GDHTNI-87A0B, Graphics: AMD Renoir 512MB (1500/400MHz), Audio: AMD Device 1637, Network: Realtek RTL8822CE 802.11ac PCIe

	OS: Ubuntu 20.04, Kernel: 5.8.10-050810-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.2.0 kisak-mesa PPA (LLVM 10.0.1), Vulkan: 1.2.131, Compiler: GCC 9.3.0 + Clang 10.0.1-1~kisak~fTarget:, File-System: ext4, Screen Resolution: 1920x1080

ACO: 

	Processor: AMD Ryzen 5 4500U @ 2.38GHz (6 Cores), Motherboard: LENOVO LNVNB161216 (EECN20WW BIOS), Chipset: AMD Renoir Root Complex, Memory: 16GB, Disk: 256GB SKHynix_HFM256GDHTNI-87A0B, Graphics: AMD Renoir 512MB (1500/400MHz), Audio: AMD Device 1637, Network: Realtek RTL8822CE 802.11ac PCIe

	OS: Ubuntu 20.04, Kernel: 5.8.10-050810-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.2.0 kisak-mesa PPA (LLVM 10.0.1), Vulkan: 1.2.131, Compiler: GCC 9.3.0 + Clang 10.0.1-1~kisak~fTarget:, File-System: ext4, Screen Resolution: 1920x1080


RealSR-NCNN 20200818
Scale: 4x - TAA: No
Seconds < Lower Is Better
AMDGPU LLVM . 413.05 |=========================================================
ACO ......... 85.45  |============


NCNN 20200916
Target: Vulkan GPU - Model: squeezenet
ms < Lower Is Better
AMDGPU LLVM . 60.01 |==========================================================
ACO ......... 24.06 |=======================


NCNN 20200916
Target: Vulkan GPU - Model: mobilenet
ms < Lower Is Better
AMDGPU LLVM . 41.20 |==========================================================
ACO ......... 18.16 |==========================


NCNN 20200916
Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2
ms < Lower Is Better
AMDGPU LLVM . 13.93 |==========================================================
ACO ......... 5.20  |======================


NCNN 20200916
Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3
ms < Lower Is Better
AMDGPU LLVM . 14.88 |==========================================================
ACO ......... 6.20  |========================


NCNN 20200916
Target: Vulkan GPU - Model: shufflenet-v2
ms < Lower Is Better
AMDGPU LLVM . 8.72 |===========================================================
ACO ......... 4.05 |===========================


NCNN 20200916
Target: Vulkan GPU - Model: mnasnet
ms < Lower Is Better
AMDGPU LLVM . 14.84 |==========================================================
ACO ......... 5.15  |====================


NCNN 20200916
Target: Vulkan GPU - Model: efficientnet-b0
ms < Lower Is Better
AMDGPU LLVM . 26.41 |==========================================================
ACO ......... 13.21 |=============================


NCNN 20200916
Target: Vulkan GPU - Model: blazeface
ms < Lower Is Better
AMDGPU LLVM . 3.06 |===========================================================
ACO ......... 1.88 |====================================


NCNN 20200916
Target: Vulkan GPU - Model: googlenet
ms < Lower Is Better
AMDGPU LLVM . 45.16 |==========================================================
ACO ......... 11.89 |===============


NCNN 20200916
Target: Vulkan GPU - Model: vgg16
ms < Lower Is Better
AMDGPU LLVM . 359.80 |=========================================================
ACO ......... 60.75  |==========


NCNN 20200916
Target: Vulkan GPU - Model: resnet18
ms < Lower Is Better
AMDGPU LLVM . 43.99 |==========================================================
ACO ......... 9.29  |============


NCNN 20200916
Target: Vulkan GPU - Model: alexnet
ms < Lower Is Better
AMDGPU LLVM . 41.14 |==========================================================
ACO ......... 14.02 |====================


NCNN 20200916
Target: Vulkan GPU - Model: resnet50
ms < Lower Is Better
AMDGPU LLVM . 93.96 |==========================================================
ACO ......... 19.21 |============


NCNN 20200916
Target: Vulkan GPU - Model: yolov4-tiny
ms < Lower Is Better
AMDGPU LLVM . 88.69 |==========================================================
ACO ......... 32.07 |=====================