Jetson Orin
ARMv8 Cortex-A78E testing with a NVIDIA Jetson (36.3.0-gcid-36191598 BIOS) and NVIDIA Tegra Orin on Ubuntu 22.04 via the Phoronix Test Suite.


Jetson Orin: 

	Processor: ARMv8 Cortex-A78E @ 2.20GHz (12 Cores), Motherboard: NVIDIA Jetson (36.3.0-gcid-36191598 BIOS), Memory: 62GB, Disk: Fanxiang S500 256GB + 64GB G1M15M, Graphics: Orin, Monitor: G72, Network: Realtek RTL8822CE 802.11ac PCIe

	OS: Ubuntu 22.04, Kernel: 5.15.136-tegra (aarch64), Desktop: GNOME Shell 42.9, Display Server: X Server 1.21.1.4, Display Driver: NVIDIA 540.3.0, OpenGL: 4.6.0, Vulkan: 1.3.251, Compiler: GCC 11.4.0 + CUDA 12.2, File-System: ext4, Screen Resolution: 1920x1080

Nvidia Jetson Orin CUDA Mini-Nbody: 

	Processor: ARMv8 Cortex-A78E @ 2.20GHz (12 Cores), Motherboard: NVIDIA Jetson (36.3.0-gcid-36191598 BIOS), Memory: 62GB, Disk: Fanxiang S500 256GB + 64GB G1M15M, Graphics: NVIDIA Tegra Orin, Monitor: G72, Network: Realtek RTL8822CE 802.11ac PCIe

	OS: Ubuntu 22.04, Kernel: 5.15.136-tegra (aarch64), Desktop: GNOME Shell 42.9, Display Server: X Server 1.21.1.4, Display Driver: NVIDIA 540.3.0, OpenGL: 4.6.0, Vulkan: 1.3.251, Compiler: GCC 11.4.0 + CUDA 12.2, File-System: ext4, Screen Resolution: 1920x1080

Jetson Orin Julia GPU: 

	Processor: ARMv8 Cortex-A78E @ 2.20GHz (12 Cores), Motherboard: NVIDIA Jetson (36.3.0-gcid-36191598 BIOS), Memory: 62GB, Disk: Fanxiang S500 256GB + 64GB G1M15M, Graphics: NVIDIA Tegra Orin, Monitor: G72, Network: Realtek RTL8822CE 802.11ac PCIe

	OS: Ubuntu 22.04, Kernel: 5.15.136-tegra (aarch64), Desktop: GNOME Shell 42.9, Display Server: X Server 1.21.1.4, Display Driver: NVIDIA 540.3.0, OpenGL: 4.6.0, Vulkan: 1.3.251, Compiler: GCC 11.4.0 + CUDA 12.2, File-System: ext4, Screen Resolution: 1920x1080

Jetson Orin Mandel GPU: 

	Processor: ARMv8 Cortex-A78E @ 2.20GHz (12 Cores), Motherboard: NVIDIA Jetson (36.3.0-gcid-36191598 BIOS), Memory: 62GB, Disk: Fanxiang S500 256GB + 64GB G1M15M, Graphics: NVIDIA Tegra Orin, Monitor: G72, Network: Realtek RTL8822CE 802.11ac PCIe

	OS: Ubuntu 22.04, Kernel: 5.15.136-tegra (aarch64), Desktop: GNOME Shell 42.9, Display Server: X Server 1.21.1.4, Display Driver: NVIDIA 540.3.0, OpenGL: 4.6.0, Vulkan: 1.3.251, Compiler: GCC 11.4.0 + CUDA 12.2, File-System: ext4, Screen Resolution: 1920x1080

Jetson Orin Cuda Mini Nbody: 

	Processor: ARMv8 Cortex-A78E @ 2.20GHz (12 Cores), Motherboard: NVIDIA Jetson (36.3.0-gcid-36191598 BIOS), Memory: 62GB, Disk: Fanxiang S500 256GB + 64GB G1M15M, Graphics: NVIDIA Tegra Orin, Monitor: G72, Network: Realtek RTL8822CE 802.11ac PCIe

	OS: Ubuntu 22.04, Kernel: 5.15.136-tegra (aarch64), Desktop: GNOME Shell 42.9, Display Server: X Server 1.21.1.4, Display Driver: NVIDIA 540.3.0, OpenGL: 4.6.0, Vulkan: 1.3.251, Compiler: GCC 11.4.0 + CUDA 12.2, File-System: ext4, Screen Resolution: 1920x1080

Jetson Orin NCNN: 

	Processor: ARMv8 Cortex-A78E @ 2.20GHz (12 Cores), Motherboard: NVIDIA Jetson (36.3.0-gcid-36191598 BIOS), Memory: 62GB, Disk: Fanxiang S500 256GB + 64GB G1M15M, Graphics: NVIDIA Tegra Orin, Monitor: G72, Network: Realtek RTL8822CE 802.11ac PCIe

	OS: Ubuntu 22.04, Kernel: 5.15.136-tegra (aarch64), Desktop: GNOME Shell 42.9, Display Server: X Server 1.21.1.4, Display Driver: NVIDIA 540.3.0, OpenGL: 4.6.0, Vulkan: 1.3.251, Compiler: GCC 11.4.0 + CUDA 12.2, File-System: ext4, Screen Resolution: 1920x1080


FinanceBench 2016-07-25
Benchmark: Bonds OpenMP
ms < Lower Is Better
Jetson Orin . 71545.79 |=======================================================


VkFFT 1.3.4
Test: FFT + iFFT R2C / C2R
Benchmark Score > Higher Is Better
Jetson Orin . 11482 |==========================================================


CUDA Mini-Nbody 2015-11-10
Test: Original


NCNN 20230517
Target: Vulkan GPU - Model: mobilenet
ms < Lower Is Better
Jetson Orin NCNN . 27.93 |=====================================================


NCNN 20230517
Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2
ms < Lower Is Better
Jetson Orin NCNN . 5.32 |======================================================


NCNN 20230517
Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3
ms < Lower Is Better
Jetson Orin NCNN . 5.44 |======================================================


NCNN 20230517
Target: Vulkan GPU - Model: mnasnet
ms < Lower Is Better
Jetson Orin NCNN . 6.51 |======================================================


NCNN 20230517
Target: Vulkan GPU - Model: efficientnet-b0
ms < Lower Is Better
Jetson Orin NCNN . 8.62 |======================================================


NCNN 20230517
Target: Vulkan GPU - Model: blazeface
ms < Lower Is Better
Jetson Orin NCNN . 1.77 |======================================================


NCNN 20230517
Target: Vulkan GPU - Model: googlenet
ms < Lower Is Better
Jetson Orin NCNN . 14.06 |=====================================================


NCNN 20230517
Target: Vulkan GPU - Model: vgg16
ms < Lower Is Better
Jetson Orin NCNN . 34.82 |=====================================================


NCNN 20230517
Target: Vulkan GPU - Model: resnet18
ms < Lower Is Better
Jetson Orin NCNN . 9.67 |======================================================


NCNN 20230517
Target: Vulkan GPU - Model: alexnet
ms < Lower Is Better
Jetson Orin NCNN . 8.03 |======================================================


NCNN 20230517
Target: Vulkan GPU - Model: resnet50
ms < Lower Is Better
Jetson Orin NCNN . 24.69 |=====================================================


NCNN 20230517
Target: Vulkan GPU - Model: yolov4-tiny
ms < Lower Is Better
Jetson Orin NCNN . 27.30 |=====================================================


NCNN 20230517
Target: Vulkan GPU - Model: squeezenet_ssd
ms < Lower Is Better
Jetson Orin NCNN . 15.67 |=====================================================


NCNN 20230517
Target: Vulkan GPU - Model: regnety_400m
ms < Lower Is Better
Jetson Orin NCNN . 16.13 |=====================================================


NCNN 20230517
Target: Vulkan GPU - Model: vision_transformer
ms < Lower Is Better
Jetson Orin NCNN . 273.10 |====================================================


NCNN 20230517
Target: Vulkan GPU - Model: FastestDet
ms < Lower Is Better
Jetson Orin NCNN . 4.90 |======================================================


NCNN 20230517
Target: Vulkan GPU - Model: shufflenet-v2
ms < Lower Is Better
Jetson Orin NCNN . 4.30 |======================================================