Vulkan Compute
AMD Ryzen 9 5900X 12-Core testing with a ASUS ROG CROSSHAIR VIII HERO (3501 BIOS) and eVGA NVIDIA GeForce RTX 3060 12GB on Ubuntu 21.04 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


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


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


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


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


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


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


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


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


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


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


RealSR-NCNN 20200818
Scale: 4x - TAA: No
Seconds < Lower Is Better
NVIDIA RTX 3060 . 10.51 |======================================================


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


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


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 |=======================================================


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


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


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


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


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


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


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


NCNN 20210720
Target: Vulkan GPU - Model: vgg16
ms < Lower Is Better
NVIDIA RTX 3060 . 7.3 |========================================================


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


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


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


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


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


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