Vulkan Compute
AMD Ryzen 5 3600 6-Core testing with a Gigabyte X570 AORUS PRO (F34 BIOS) and AMD Radeon VII on ManjaroLinux 21.1.0 via the Phoronix Test Suite.


NVIDIA RTX 3060: 

	Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: eVGA NVIDIA GeForce RTX 3060 12GB, Audio: NVIDIA Device 228e, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211

	OS: Ubuntu 21.04, Kernel: 5.11.0-25-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.57.02, OpenGL: 4.6.0, Vulkan: 1.2.175, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160

Radeon VII: 

	Processor: AMD Ryzen 5 3600 6-Core @ 3.60GHz (6 Cores / 12 Threads), Motherboard: Gigabyte X570 AORUS PRO (F34 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: 1000GB Sabrent Rocket 4.0 1TB + 240GB SanDisk SDSSDA24 + 256GB SanDisk SD8SN8U2 + 0GB Multiple Reader, Graphics: AMD Radeon VII (1801/1000MHz), Audio: AMD Vega 20 HDMI Audio, Network: Intel I211 + Intel Wi-Fi 6 AX200

	OS: ManjaroLinux 21.1.0, Kernel: 5.14.0-1-MANJARO (x86_64), Display Server: X Server 1.20.13, OpenGL: 4.6 Mesa 21.1.6 (LLVM 12.0.1), OpenCL: OpenCL 2.0 AMD-APP.dbg (3305.0), Vulkan: 1.2.174, Compiler: GCC 11.1.0 + Clang 12.0.1 + CUDA 11.4, File-System: f2fs, Screen Resolution: 2560x1440


vkpeak 20210424
fp32-scalar
GFLOPS > Higher Is Better
NVIDIA RTX 3060 . 6829.75  |==========================
Radeon VII ...... 13306.13 |===================================================


vkpeak 20210424
fp32-vec4
GFLOPS > Higher Is Better
NVIDIA RTX 3060 . 9079.50  |======================================
Radeon VII ...... 12171.11 |===================================================


vkpeak 20210424
fp16-scalar
GFLOPS > Higher Is Better
NVIDIA RTX 3060 . 6849.64 |====================================================
Radeon VII ...... 6619.51 |==================================================


vkpeak 20210424
fp16-vec4
GFLOPS > Higher Is Better
NVIDIA RTX 3060 . 13242.60 |==================================
Radeon VII ...... 19985.45 |===================================================


vkpeak 20210424
fp64-scalar
GFLOPS > Higher Is Better
NVIDIA RTX 3060 . 214.25  |===
Radeon VII ...... 3285.04 |====================================================


vkpeak 20210424
fp64-vec4
GFLOPS > Higher Is Better
NVIDIA RTX 3060 . 214.29  |===
Radeon VII ...... 3327.36 |====================================================


vkpeak 20210424
int32-scalar
GIOPS > Higher Is Better
NVIDIA RTX 3060 . 6830.28 |====================================================
Radeon VII ...... 4374.34 |=================================


vkpeak 20210424
int32-vec4
GIOPS > Higher Is Better
NVIDIA RTX 3060 . 6766.46 |====================================================
Radeon VII ...... 4216.74 |================================


vkpeak 20210424
int16-scalar
GIOPS > Higher Is Better
NVIDIA RTX 3060 . 4480.11 |===================================
Radeon VII ...... 6562.74 |====================================================


vkpeak 20210424
int16-vec4
GIOPS > Higher Is Better
NVIDIA RTX 3060 . 5957.52  |===========================
Radeon VII ...... 11149.71 |===================================================


RealSR-NCNN 20200818
Scale: 4x - TAA: No
Seconds < Lower Is Better
NVIDIA RTX 3060 . 10.505 |=====================================================
Radeon VII ...... 8.658  |============================================


RealSR-NCNN 20200818
Scale: 4x - TAA: Yes
Seconds < Lower Is Better
NVIDIA RTX 3060 . 67.90 |======================================================
Radeon VII ...... 51.03 |=========================================


Waifu2x-NCNN Vulkan 20200818
Scale: 2x - Denoise: 3 - TAA: Yes
Seconds < Lower Is Better
NVIDIA RTX 3060 . 4.974 |===============================================
Radeon VII ...... 5.731 |======================================================


VkFFT 1.1.1

Benchmark Score > Higher Is Better
NVIDIA RTX 3060 . 27337 |======================================================


VkResample 1.0
Upscale: 2x - Precision: Single
ms < Lower Is Better
NVIDIA RTX 3060 . 23.15 |======================================================


NCNN 20210720
Target: Vulkan GPU - Model: mobilenet
ms < Lower Is Better
NVIDIA RTX 3060 . 4.57  |===============
Radeon VII ...... 16.20 |======================================================


NCNN 20210720
Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2
ms < Lower Is Better
NVIDIA RTX 3060 . 1.95 |=====================
Radeon VII ...... 5.02 |=======================================================


NCNN 20210720
Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3
ms < Lower Is Better
NVIDIA RTX 3060 . 2.18 |===========================
Radeon VII ...... 4.44 |=======================================================


NCNN 20210720
Target: Vulkan GPU - Model: shufflenet-v2
ms < Lower Is Better
NVIDIA RTX 3060 . 1.74 |=====================
Radeon VII ...... 4.57 |=======================================================


NCNN 20210720
Target: Vulkan GPU - Model: mnasnet
ms < Lower Is Better
NVIDIA RTX 3060 . 2.04 |==========================
Radeon VII ...... 4.24 |=======================================================


NCNN 20210720
Target: Vulkan GPU - Model: efficientnet-b0
ms < Lower Is Better
NVIDIA RTX 3060 . 3.25 |=========================
Radeon VII ...... 7.06 |=======================================================


NCNN 20210720
Target: Vulkan GPU - Model: blazeface
ms < Lower Is Better
NVIDIA RTX 3060 . 0.98 |===========================
Radeon VII ...... 1.97 |=======================================================


NCNN 20210720
Target: Vulkan GPU - Model: googlenet
ms < Lower Is Better
NVIDIA RTX 3060 . 4.27  |===============
Radeon VII ...... 14.92 |======================================================


NCNN 20210720
Target: Vulkan GPU - Model: vgg16
ms < Lower Is Better
NVIDIA RTX 3060 . 7.30  |=======
Radeon VII ...... 55.35 |======================================================


NCNN 20210720
Target: Vulkan GPU - Model: alexnet
ms < Lower Is Better
NVIDIA RTX 3060 . 2.10  |=========
Radeon VII ...... 12.87 |======================================================


NCNN 20210720
Target: Vulkan GPU - Model: resnet50
ms < Lower Is Better
NVIDIA RTX 3060 . 4.19  |========
Radeon VII ...... 28.18 |======================================================


NCNN 20210720
Target: Vulkan GPU - Model: yolov4-tiny
ms < Lower Is Better
NVIDIA RTX 3060 . 7.21  |===============
Radeon VII ...... 25.82 |======================================================


NCNN 20210720
Target: Vulkan GPU - Model: squeezenet_ssd
ms < Lower Is Better
NVIDIA RTX 3060 . 4.88  |============
Radeon VII ...... 21.87 |======================================================


NCNN 20210720
Target: Vulkan GPU - Model: regnety_400m
ms < Lower Is Better
NVIDIA RTX 3060 . 2.44 |==============
Radeon VII ...... 9.71 |=======================================================


NCNN 20210720
Target: Vulkan GPU - Model: resnet18
ms < Lower Is Better
NVIDIA RTX 3060 . 1.93  |=======
Radeon VII ...... 15.96 |======================================================