Icelake NN + Couch
Intel Core i7-1065G7 testing with a Dell 06CDVY (1.0.9 BIOS) and Intel Iris Plus G7 3GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2009266-PTS-ICELAKEN12&sor&grs.
NCNN
Target: CPU - Model: blazeface
NCNN
Target: Vulkan GPU - Model: squeezenet
NCNN
Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2
Apache CouchDB
Bulk Size: 100 - Inserts: 1000 - Rounds: 24
NCNN
Target: Vulkan GPU - Model: mobilenet
NCNN
Target: CPU - Model: resnet50
NCNN
Target: CPU - Model: shufflenet-v2
NCNN
Target: CPU - Model: googlenet
NCNN
Target: CPU - Model: resnet18
NCNN
Target: CPU - Model: mobilenet
NCNN
Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3
NCNN
Target: CPU - Model: vgg16
NCNN
Target: CPU - Model: efficientnet-b0
NCNN
Target: Vulkan GPU - Model: alexnet
NCNN
Target: Vulkan GPU - Model: resnet50
NCNN
Target: CPU - Model: alexnet
NCNN
Target: Vulkan GPU - Model: mnasnet
NCNN
Target: Vulkan GPU - Model: resnet18
NCNN
Target: Vulkan GPU - Model: yolov4-tiny
NCNN
Target: Vulkan GPU - Model: shufflenet-v2
NCNN
Target: Vulkan GPU - Model: efficientnet-b0
NCNN
Target: CPU - Model: squeezenet
NCNN
Target: Vulkan GPU - Model: vgg16
NCNN
Target: CPU - Model: yolov4-tiny
TNN
Target: CPU - Model: MobileNet v2
RealSR-NCNN
Scale: 4x - TAA: No
NCNN
Target: Vulkan GPU - Model: googlenet
TNN
Target: CPU - Model: SqueezeNet v1.1
NCNN
Target: CPU - Model: mnasnet
NCNN
Target: Vulkan GPU - Model: blazeface
NCNN
Target: CPU-v3-v3 - Model: mobilenet-v3
NCNN
Target: CPU-v2-v2 - Model: mobilenet-v2
Phoronix Test Suite v10.8.4