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 |======================================================