AMD Ryzen 9 5900HX testing with a ASUS G513QY v1.0 (G513QY.318 BIOS) and ASUS AMD Cezanne 512MB on Arch rolling via the Phoronix Test Suite.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2208131-NE-NCNNMNN5973
ncnn mnn 5900HX
AMD Ryzen 9 5900HX testing with a ASUS G513QY v1.0 (G513QY.318 BIOS) and ASUS AMD Cezanne 512MB on Arch rolling via the Phoronix Test Suite.
A:
Processor: AMD Ryzen 9 5900HX @ 3.30GHz (8 Cores / 16 Threads), Motherboard: ASUS G513QY v1.0 (G513QY.318 BIOS), Chipset: AMD Renoir/Cezanne, Memory: 16GB, Disk: 512GB SAMSUNG MZVLQ512HBLU-00B00, Graphics: ASUS AMD Cezanne 512MB (2500/1000MHz), Audio: AMD Navi 21/23, Monitor: LQ156M1JW25, Network: Realtek RTL8111/8168/8411 + MEDIATEK MT7921 802.11ax PCI
OS: Arch rolling, Kernel: 5.18.16-arch1-1 (x86_64), Desktop: KDE Plasma 5.25.4, Display Server: X Server 1.21.1.4 + Wayland, OpenGL: 4.6 Mesa 22.1.4 (LLVM 14.0.6 DRM 3.46), Vulkan: 1.3.211, Compiler: GCC 12.1.1 20220730, File-System: ext4, Screen Resolution: 1920x1080
B:
Processor: AMD Ryzen 9 5900HX @ 3.30GHz (8 Cores / 16 Threads), Motherboard: ASUS G513QY v1.0 (G513QY.318 BIOS), Chipset: AMD Renoir/Cezanne, Memory: 16GB, Disk: 512GB SAMSUNG MZVLQ512HBLU-00B00, Graphics: ASUS AMD Cezanne 512MB, Audio: AMD Navi 21/23, Monitor: LQ156M1JW25, Network: Realtek RTL8111/8168/8411 + MEDIATEK MT7921 802.11ax PCI
OS: Arch rolling, Kernel: 5.18.16-arch1-1 (x86_64), Desktop: KDE Plasma 5.25.4, Display Server: X Server 1.21.1.4 + Wayland, OpenGL: 4.6 Mesa 22.1.4 (LLVM 14.0.6 DRM 3.46), Vulkan: 1.3.211, Compiler: GCC 12.1.1 20220730, File-System: ext4, Screen Resolution: 1920x1080
C:
Processor: AMD Ryzen 9 5900HX @ 3.30GHz (8 Cores / 16 Threads), Motherboard: ASUS G513QY v1.0 (G513QY.318 BIOS), Chipset: AMD Renoir/Cezanne, Memory: 16GB, Disk: 512GB SAMSUNG MZVLQ512HBLU-00B00, Graphics: ASUS AMD Cezanne 512MB (2500/1000MHz), Audio: AMD Navi 21/23, Monitor: LQ156M1JW25, Network: Realtek RTL8111/8168/8411 + MEDIATEK MT7921 802.11ax PCI
OS: Arch rolling, Kernel: 5.18.16-arch1-1 (x86_64), Desktop: KDE Plasma 5.25.4, Display Server: X Server 1.21.1.4 + Wayland, OpenGL: 4.6 Mesa 22.1.4 (LLVM 14.0.6 DRM 3.46), Vulkan: 1.3.211, Compiler: GCC 12.1.1 20220730, File-System: ext4, Screen Resolution: 1920x1080
NCNN 20220729
Target: CPU - Model: FastestDet
ms < Lower Is Better
A . 2.57 |==================================================================
B . 2.60 |===================================================================
C . 2.69 |=====================================================================
NCNN 20220729
Target: Vulkan GPU - Model: googlenet
ms < Lower Is Better
A . 3.79 |==================================================================
B . 3.94 |=====================================================================
C . 3.96 |=====================================================================
NCNN 20220729
Target: Vulkan GPU - Model: blazeface
ms < Lower Is Better
A . 1.07 |===================================================================
B . 1.11 |=====================================================================
C . 1.11 |=====================================================================
NCNN 20220729
Target: Vulkan GPU - Model: shufflenet-v2
ms < Lower Is Better
A . 1.77 |===================================================================
B . 1.82 |=====================================================================
C . 1.83 |=====================================================================
NCNN 20220729
Target: CPU - Model: mnasnet
ms < Lower Is Better
A . 2.81 |=====================================================================
B . 2.73 |===================================================================
C . 2.72 |===================================================================
NCNN 20220729
Target: CPU - Model: shufflenet-v2
ms < Lower Is Better
A . 2.25 |====================================================================
B . 2.21 |===================================================================
C . 2.28 |=====================================================================
Mobile Neural Network 2.0
Model: inception-v3
ms < Lower Is Better
A . 28.00 |==================================================================
B . 28.45 |===================================================================
C . 28.79 |====================================================================
NCNN 20220729
Target: Vulkan GPU - Model: FastestDet
ms < Lower Is Better
A . 1.86 |===================================================================
B . 1.91 |=====================================================================
C . 1.91 |=====================================================================
NCNN 20220729
Target: Vulkan GPU - Model: mnasnet
ms < Lower Is Better
A . 1.89 |===================================================================
B . 1.93 |=====================================================================
C . 1.94 |=====================================================================
NCNN 20220729
Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3
ms < Lower Is Better
A . 2.30 |====================================================================
B . 2.34 |=====================================================================
C . 2.35 |=====================================================================
NCNN 20220729
Target: CPU - Model: mobilenet
ms < Lower Is Better
A . 14.98 |===================================================================
B . 15.24 |====================================================================
C . 15.30 |====================================================================
NCNN 20220729
Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2
ms < Lower Is Better
A . 1.88 |====================================================================
B . 1.92 |=====================================================================
C . 1.92 |=====================================================================
NCNN 20220729
Target: Vulkan GPU - Model: regnety_400m
ms < Lower Is Better
A . 3.00 |====================================================================
B . 3.03 |====================================================================
C . 3.06 |=====================================================================
NCNN 20220729
Target: CPU-v3-v3 - Model: mobilenet-v3
ms < Lower Is Better
A . 3.07 |=====================================================================
B . 3.01 |====================================================================
C . 3.02 |====================================================================
Mobile Neural Network 2.0
Model: MobileNetV2_224
ms < Lower Is Better
A . 2.490 |====================================================================
B . 2.443 |===================================================================
C . 2.471 |===================================================================
NCNN 20220729
Target: CPU - Model: resnet18
ms < Lower Is Better
A . 12.45 |===================================================================
B . 12.67 |====================================================================
C . 12.54 |===================================================================
NCNN 20220729
Target: CPU - Model: alexnet
ms < Lower Is Better
A . 10.67 |===================================================================
B . 10.82 |====================================================================
C . 10.65 |===================================================================
Mobile Neural Network 2.0
Model: mobilenet-v1-1.0
ms < Lower Is Better
A . 2.369 |====================================================================
B . 2.351 |===================================================================
C . 2.334 |===================================================================
NCNN 20220729
Target: CPU - Model: vision_transformer
ms < Lower Is Better
A . 165.65 |==================================================================
B . 167.99 |===================================================================
C . 165.92 |==================================================================
NCNN 20220729
Target: CPU - Model: resnet50
ms < Lower Is Better
A . 22.95 |====================================================================
B . 23.12 |====================================================================
C . 22.80 |===================================================================
NCNN 20220729
Target: Vulkan GPU - Model: efficientnet-b0
ms < Lower Is Better
A . 5.02 |====================================================================
B . 5.06 |=====================================================================
C . 5.09 |=====================================================================
NCNN 20220729
Target: Vulkan GPU - Model: vision_transformer
ms < Lower Is Better
A . 147.83 |===================================================================
B . 146.00 |==================================================================
C . 145.82 |==================================================================
Mobile Neural Network 2.0
Model: SqueezeNetV1.0
ms < Lower Is Better
A . 4.463 |===================================================================
B . 4.523 |====================================================================
C . 4.506 |====================================================================
NCNN 20220729
Target: CPU - Model: blazeface
ms < Lower Is Better
A . 0.77 |=====================================================================
B . 0.77 |=====================================================================
C . 0.76 |====================================================================
NCNN 20220729
Target: Vulkan GPU - Model: resnet18
ms < Lower Is Better
A . 2.33 |=====================================================================
B . 2.30 |====================================================================
C . 2.32 |=====================================================================
NCNN 20220729
Target: CPU-v2-v2 - Model: mobilenet-v2
ms < Lower Is Better
A . 4.17 |=====================================================================
B . 4.19 |=====================================================================
C . 4.14 |====================================================================
Mobile Neural Network 2.0
Model: squeezenetv1.1
ms < Lower Is Better
A . 2.382 |===================================================================
B . 2.410 |====================================================================
C . 2.405 |====================================================================
NCNN 20220729
Target: CPU - Model: yolov4-tiny
ms < Lower Is Better
A . 27.42 |====================================================================
B . 27.46 |====================================================================
C . 27.59 |====================================================================
Mobile Neural Network 2.0
Model: resnet-v2-50
ms < Lower Is Better
A . 21.26 |====================================================================
B . 21.36 |====================================================================
C . 21.23 |====================================================================
NCNN 20220729
Target: Vulkan GPU - Model: alexnet
ms < Lower Is Better
A . 1.66 |=====================================================================
B . 1.65 |=====================================================================
C . 1.66 |=====================================================================
NCNN 20220729
Target: CPU - Model: regnety_400m
ms < Lower Is Better
A . 7.12 |=====================================================================
B . 7.10 |=====================================================================
C . 7.08 |=====================================================================
NCNN 20220729
Target: Vulkan GPU - Model: vgg16
ms < Lower Is Better
A . 7.18 |=====================================================================
B . 7.21 |=====================================================================
C . 7.22 |=====================================================================
NCNN 20220729
Target: CPU - Model: efficientnet-b0
ms < Lower Is Better
A . 5.78 |=====================================================================
B . 5.78 |=====================================================================
C . 5.75 |=====================================================================
NCNN 20220729
Target: Vulkan GPU - Model: yolov4-tiny
ms < Lower Is Better
A . 6.67 |=====================================================================
B . 6.65 |=====================================================================
C . 6.68 |=====================================================================
Mobile Neural Network 2.0
Model: mobilenetV3
ms < Lower Is Better
A . 1.136 |====================================================================
B . 1.137 |====================================================================
C . 1.141 |====================================================================
NCNN 20220729
Target: Vulkan GPU - Model: resnet50
ms < Lower Is Better
A . 5.06 |=====================================================================
B . 5.06 |=====================================================================
C . 5.08 |=====================================================================
NCNN 20220729
Target: CPU - Model: googlenet
ms < Lower Is Better
A . 13.96 |====================================================================
B . 14.01 |====================================================================
C . 14.00 |====================================================================
NCNN 20220729
Target: CPU - Model: squeezenet_ssd
ms < Lower Is Better
A . 20.87 |====================================================================
B . 20.94 |====================================================================
C . 20.94 |====================================================================
NCNN 20220729
Target: CPU - Model: vgg16
ms < Lower Is Better
A . 73.11 |====================================================================
B . 73.05 |====================================================================
C . 72.93 |====================================================================
NCNN 20220729
Target: Vulkan GPU - Model: mobilenet
ms < Lower Is Better
A . 4.48 |=====================================================================
B . 4.48 |=====================================================================
C . 4.49 |=====================================================================
NCNN 20220729
Target: Vulkan GPU - Model: squeezenet_ssd
ms < Lower Is Better
A . 4.05 |====================================================================
B . 4.08 |=====================================================================
C . 3.98 |===================================================================