ncnn cassie AMD Ryzen 5 4500U testing with a LENOVO LNVNB161216 (EECN20WW BIOS) and AMD Renoir 512MB on Ubuntu 21.04 via the Phoronix Test Suite. 1: Processor: AMD Ryzen 5 4500U @ 2.38GHz (6 Cores), Motherboard: LENOVO LNVNB161216 (EECN20WW BIOS), Chipset: AMD Renoir Root Complex, Memory: 16GB, Disk: 256GB SK hynix HFM256GDHTNI-87A0B, Graphics: AMD Renoir 512MB (1500/400MHz), Audio: AMD Renoir Radeon HD Audio, Network: Realtek RTL8822CE 802.11ac PCIe OS: Ubuntu 21.04, Kernel: 5.13.0-051300-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 21.2.0-devel (git-c246af0 2021-07-04 hirsute-oibaf-ppa) (LLVM 12.0.0), Vulkan: 1.2.182, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1080 2: Processor: AMD Ryzen 5 4500U @ 2.38GHz (6 Cores), Motherboard: LENOVO LNVNB161216 (EECN20WW BIOS), Chipset: AMD Renoir Root Complex, Memory: 16GB, Disk: 256GB SK hynix HFM256GDHTNI-87A0B, Graphics: AMD Renoir 512MB (1500/400MHz), Audio: AMD Renoir Radeon HD Audio, Network: Realtek RTL8822CE 802.11ac PCIe OS: Ubuntu 21.04, Kernel: 5.13.0-051300-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 21.2.0-devel (git-c246af0 2021-07-04 hirsute-oibaf-ppa) (LLVM 12.0.0), Vulkan: 1.2.182, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1080 3: Processor: AMD Ryzen 5 4500U @ 2.38GHz (6 Cores), Motherboard: LENOVO LNVNB161216 (EECN20WW BIOS), Chipset: AMD Renoir Root Complex, Memory: 16GB, Disk: 256GB SK hynix HFM256GDHTNI-87A0B, Graphics: AMD Renoir 512MB (1500/400MHz), Audio: AMD Renoir Radeon HD Audio, Network: Realtek RTL8822CE 802.11ac PCIe OS: Ubuntu 21.04, Kernel: 5.13.0-051300-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 21.2.0-devel (git-c246af0 2021-07-04 hirsute-oibaf-ppa) (LLVM 12.0.0), Vulkan: 1.2.182, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1080 NCNN 20210720 Target: CPU - Model: mobilenet ms < Lower Is Better 1 . 25.24 |================================================================= 2 . 25.95 |=================================================================== 3 . 26.44 |==================================================================== NCNN 20210720 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 1 . 6.99 |==================================================================== 2 . 7.02 |==================================================================== 3 . 7.12 |===================================================================== NCNN 20210720 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 1 . 6.05 |==================================================================== 2 . 6.04 |==================================================================== 3 . 6.14 |===================================================================== NCNN 20210720 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better 1 . 4.67 |==================================================================== 2 . 4.59 |=================================================================== 3 . 4.71 |===================================================================== NCNN 20210720 Target: CPU - Model: mnasnet ms < Lower Is Better 1 . 5.41 |==================================================================== 2 . 5.36 |==================================================================== 3 . 5.46 |===================================================================== NCNN 20210720 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better 1 . 9.28 |=================================================================== 2 . 9.40 |==================================================================== 3 . 9.58 |===================================================================== NCNN 20210720 Target: CPU - Model: blazeface ms < Lower Is Better 1 . 1.57 |================================================================== 2 . 1.58 |=================================================================== 3 . 1.63 |===================================================================== NCNN 20210720 Target: CPU - Model: googlenet ms < Lower Is Better 1 . 23.02 |=================================================================== 2 . 23.35 |==================================================================== 3 . 23.51 |==================================================================== NCNN 20210720 Target: CPU - Model: vgg16 ms < Lower Is Better 1 . 107.02 |=================================================================== 2 . 107.18 |=================================================================== 3 . 107.37 |=================================================================== NCNN 20210720 Target: CPU - Model: resnet18 ms < Lower Is Better 1 . 23.68 |=================================================================== 2 . 23.59 |================================================================== 3 . 24.14 |==================================================================== NCNN 20210720 Target: CPU - Model: alexnet ms < Lower Is Better 1 . 17.03 |================================================================== 2 . 17.01 |================================================================== 3 . 17.48 |==================================================================== NCNN 20210720 Target: CPU - Model: resnet50 ms < Lower Is Better 1 . 41.81 |================================================================== 2 . 42.53 |=================================================================== 3 . 43.35 |==================================================================== NCNN 20210720 Target: CPU - Model: yolov4-tiny ms < Lower Is Better 1 . 39.92 |================================================================= 2 . 41.80 |==================================================================== 3 . 41.90 |==================================================================== NCNN 20210720 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better 1 . 36.28 |=========================================== 2 . 36.67 |============================================ 3 . 57.28 |==================================================================== NCNN 20210720 Target: CPU - Model: regnety_400m ms < Lower Is Better 1 . 9.55 |=================================================================== 2 . 9.55 |=================================================================== 3 . 9.78 |===================================================================== NCNN 20210720 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better 1 . 15.46 |==================================================================== 2 . 14.90 |================================================================== 3 . 15.40 |==================================================================== NCNN 20210720 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 1 . 5.56 |==================================================================== 2 . 5.61 |===================================================================== 3 . 5.63 |===================================================================== NCNN 20210720 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 1 . 6.73 |===================================================================== 2 . 6.62 |==================================================================== 3 . 6.63 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better 1 . 4.23 |=================================================================== 2 . 4.24 |=================================================================== 3 . 4.34 |===================================================================== NCNN 20210720 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better 1 . 5.77 |===================================================================== 2 . 5.73 |===================================================================== 3 . 5.77 |===================================================================== NCNN 20210720 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better 1 . 13.45 |==================================================================== 2 . 13.34 |=================================================================== 3 . 13.54 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better 1 . 1.89 |=================================================================== 2 . 1.96 |===================================================================== 3 . 1.93 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better 1 . 12.18 |==================================================================== 2 . 12.17 |==================================================================== 3 . 12.22 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better 1 . 62.18 |==================================================================== 2 . 60.28 |================================================================== 3 . 60.99 |=================================================================== NCNN 20210720 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better 1 . 9.39 |==================================================================== 2 . 9.44 |==================================================================== 3 . 9.51 |===================================================================== NCNN 20210720 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better 1 . 13.99 |==================================================================== 2 . 13.97 |==================================================================== 3 . 14.06 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better 1 . 20.84 |=================================================================== 2 . 20.72 |================================================================== 3 . 21.22 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better 1 . 33.35 |==================================================================== 2 . 25.52 |==================================================== 3 . 29.70 |============================================================= NCNN 20210720 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better 1 . 20.11 |================================================================ 2 . 21.40 |==================================================================== 3 . 21.40 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better 1 . 7.70 |===================================================================== 2 . 7.57 |==================================================================== 3 . 7.72 |===================================================================== Apache Cassandra 4.0 Test: Reads Op/s > Higher Is Better 1 . 21307 |==================================================================== 3 . 17877 |========================================================= Apache Cassandra 4.0 Test: Writes Op/s > Higher Is Better 1 . 23814 |============================================================= 2 . 26506 |==================================================================== 3 . 25513 |================================================================= Apache Cassandra 4.0 Test: Mixed 1:3 Op/s > Higher Is Better 1 . 20345 |==================================================================== 2 . 20049 |=================================================================== 3 . 17329 |==========================================================