4500U nn AMD Ryzen 5 4500U testing with a LENOVO LNVNB161216 (EECN20WW BIOS) and AMD Renoir 512MB on Ubuntu 20.04 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 SKHynix_HFM256GDHTNI-87A0B, Graphics: AMD Renoir 512MB (1500/400MHz), Audio: AMD Device 1637, Network: Realtek RTL8822CE 802.11ac PCIe OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6-generic (x86_64) 20200920, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.0.8 (LLVM 10.0.0), Vulkan: 1.2.128, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 1a: Processor: AMD Ryzen 5 4500U @ 2.38GHz (6 Cores), Motherboard: LENOVO LNVNB161216 (EECN20WW BIOS), Chipset: AMD Renoir Root Complex, Memory: 16GB, Disk: 256GB SKHynix_HFM256GDHTNI-87A0B, Graphics: AMD Renoir 512MB (1500/400MHz), Audio: AMD Device 1637, Network: Realtek RTL8822CE 802.11ac PCIe OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6-generic (x86_64) 20200920, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.0.8 (LLVM 10.0.0), Vulkan: 1.2.128, Compiler: GCC 9.3.0, 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 SKHynix_HFM256GDHTNI-87A0B, Graphics: AMD Renoir 512MB (1500/400MHz), Audio: AMD Device 1637, Network: Realtek RTL8822CE 802.11ac PCIe OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6-generic (x86_64) 20200920, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.0.8 (LLVM 10.0.0), Vulkan: 1.2.128, Compiler: GCC 9.3.0, 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 SKHynix_HFM256GDHTNI-87A0B, Graphics: AMD Renoir 512MB (1500/400MHz), Audio: AMD Device 1637, Network: Realtek RTL8822CE 802.11ac PCIe OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6-generic (x86_64) 20200920, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.0.8 (LLVM 10.0.0), Vulkan: 1.2.128, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 NCNN 20200916 Target: CPU - Model: resnet18 ms < Lower Is Better 1a . 31.39 |================================================================== 2 .. 31.98 |=================================================================== 3 .. 30.74 |================================================================ NCNN 20200916 Target: CPU - Model: mobilenet ms < Lower Is Better 1a . 26.99 |================================================================= 2 .. 26.99 |================================================================= 3 .. 27.74 |=================================================================== NCNN 20200916 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better 1a . 31.68 |=================================================================== 2 .. 30.83 |================================================================= 3 .. 30.86 |================================================================= NCNN 20200916 Target: CPU - Model: resnet50 ms < Lower Is Better 1a . 100.39 |================================================================= 2 .. 99.79 |================================================================ 3 .. 102.39 |================================================================== NCNN 20200916 Target: CPU - Model: squeezenet ms < Lower Is Better 1a . 38.91 |=================================================================== 2 .. 38.26 |================================================================== 3 .. 38.17 |================================================================== NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better 1a . 88.04 |================================================================== 2 .. 89.15 |=================================================================== 3 .. 87.94 |================================================================== NCNN 20200916 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better 1a . 98.06 |=================================================================== 2 .. 96.76 |================================================================== 3 .. 97.46 |=================================================================== NCNN 20200916 Target: CPU - Model: alexnet ms < Lower Is Better 1a . 22.34 |================================================================== 2 .. 22.56 |=================================================================== 3 .. 22.46 |=================================================================== NCNN 20200916 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better 1a . 41.13 |================================================================== 2 .. 41.49 |=================================================================== 3 .. 41.25 |=================================================================== NCNN 20200916 Target: CPU - Model: yolov4-tiny ms < Lower Is Better 1a . 46.91 |=================================================================== 2 .. 46.98 |=================================================================== 3 .. 46.58 |================================================================== NCNN 20200916 Target: CPU - Model: vgg16 ms < Lower Is Better 1a . 197.13 |================================================================== 2 .. 196.56 |================================================================== 3 .. 197.76 |================================================================== NCNN 20200916 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 1a . 13.92 |=================================================================== 2 .. 13.87 |=================================================================== 3 .. 13.95 |=================================================================== NCNN 20200916 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better 1a . 14.88 |=================================================================== 2 .. 14.81 |=================================================================== 3 .. 14.85 |=================================================================== NCNN 20200916 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better 1a . 8.57 |==================================================================== 2 .. 8.60 |==================================================================== 3 .. 8.61 |==================================================================== NCNN 20200916 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 1a . 14.73 |=================================================================== 2 .. 14.79 |=================================================================== 3 .. 14.77 |=================================================================== TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 ms < Lower Is Better 1a . 258.23 |================================================================== 2 .. 257.24 |================================================================== 3 .. 257.98 |================================================================== NCNN 20200916 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better 1a . 41.00 |=================================================================== 2 .. 41.03 |=================================================================== 3 .. 40.92 |=================================================================== TNN 0.2.3 Target: CPU - Model: MobileNet v2 ms < Lower Is Better 1a . 258.19 |================================================================== 2 .. 257.79 |================================================================== 3 .. 258.29 |================================================================== NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better 1a . 26.27 |=================================================================== 2 .. 26.25 |=================================================================== 3 .. 26.27 |=================================================================== RealSR-NCNN 20200818 Scale: 4x - TAA: No Seconds < Lower Is Better 1 .. 404.00 |================================================================== 1a . 403.87 |================================================================== 2 .. 404.16 |================================================================== 3 .. 403.86 |================================================================== NCNN 20200916 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better 1a . 2.95 |==================================================================== 2 .. 2.95 |==================================================================== 3 .. 2.95 |==================================================================== NCNN 20200916 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better 1a . 206.24 |================================================================ 2 .. 211.45 |================================================================== 3 .. 210.48 |================================================================== NCNN 20200916 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better 1a . 52.28 |=========================================================== 2 .. 53.88 |============================================================ 3 .. 59.81 |=================================================================== NCNN 20200916 Target: Vulkan GPU - Model: squeezenet ms < Lower Is Better 1a . 43.33 |============================================================ 2 .. 47.47 |================================================================== 3 .. 48.25 |=================================================================== NCNN 20200916 Target: CPU - Model: googlenet ms < Lower Is Better 1a . 52.15 |================================================================= 2 .. 53.77 |=================================================================== 3 .. 53.10 |================================================================== NCNN 20200916 Target: CPU - Model: blazeface ms < Lower Is Better 1a . 2.37 |==================================================================== 2 .. 2.34 |=================================================================== 3 .. 2.36 |==================================================================== NCNN 20200916 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better 1a . 13.14 |=============================================================== 2 .. 12.94 |============================================================== 3 .. 14.04 |=================================================================== NCNN 20200916 Target: CPU - Model: mnasnet ms < Lower Is Better 1a . 8.24 |================================================================== 2 .. 8.20 |================================================================= 3 .. 8.52 |==================================================================== NCNN 20200916 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better 1a . 6.30 |================================================================= 2 .. 6.43 |=================================================================== 3 .. 6.55 |==================================================================== NCNN 20200916 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 1a . 8.44 |=============================================================== 2 .. 8.56 |=============================================================== 3 .. 9.17 |==================================================================== NCNN 20200916 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 1a . 9.25 |================================================================== 2 .. 9.31 |================================================================== 3 .. 9.57 |====================================================================