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.
HTML result view exported from: https://openbenchmarking.org/result/2108171-IB-2107307PT42&grs&rdt.
NCNN
Target: Vulkan GPU - Model: resnet18
NCNN
Target: Vulkan GPU - Model: vgg16
NCNN
Target: Vulkan GPU - Model: resnet50
NCNN
Target: Vulkan GPU - Model: alexnet
NCNN
Target: Vulkan GPU - Model: squeezenet_ssd
NCNN
Target: Vulkan GPU - Model: regnety_400m
NCNN
Target: Vulkan GPU - Model: yolov4-tiny
NCNN
Target: Vulkan GPU - Model: mobilenet
NCNN
Target: Vulkan GPU - Model: googlenet
NCNN
Target: Vulkan GPU - Model: shufflenet-v2
NCNN
Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2
NCNN
Target: Vulkan GPU - Model: efficientnet-b0
NCNN
Target: Vulkan GPU - Model: mnasnet
NCNN
Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3
NCNN
Target: Vulkan GPU - Model: blazeface
vkpeak
fp64-vec4
vkpeak
fp64-scalar
vkpeak
fp32-scalar
vkpeak
int16-vec4
vkpeak
int32-vec4
vkpeak
int32-scalar
vkpeak
fp16-vec4
vkpeak
int16-scalar
vkpeak
fp32-vec4
RealSR-NCNN
Scale: 4x - TAA: Yes
RealSR-NCNN
Scale: 4x - TAA: No
Waifu2x-NCNN Vulkan
Scale: 2x - Denoise: 3 - TAA: Yes
vkpeak
fp16-scalar
VkResample
Upscale: 2x - Precision: Single
VkFFT
Phoronix Test Suite v10.8.5