Benchmarks

Celantur Edge SDK benchmarks

Nvidia Jetson AGX Orin Developer Kit

Images

Processing time of 100 images on Nvidia Jetson AGX Orin Developer Kit. Includes software ramp-up time (end-to-end). Measured with Celantur Edge SDK v1.0.0.

Image Resolution / Tiling	Processing Time (100 images)	Memory Utilization
1 MP (1 Tile)	3.3 s	686 MB VRAM, < 500 MB RAM
2 MP (1 Tile)	3.3 s	686 MB VRAM, < 500 MB RAM
8 MP (2 Tiles)	7.6 s	686 MB VRAM, < 500 MB RAM

RTX 4090 24 GB, Intel Core i7-13700

Hardware specification:

• Intel Core i7-13700

• G.SKILL Flare X5 64 GB RAM (2x32)

• MSI MAG B760 TOMAHAWK WIFI DDR5 Mainboard, Intel

• Asus GeForce RTX 4090 24 GB

• 2 TB Samsung SSD 980 PRO, PCIe 4.0 NVMe M.2

Images (GPU Mode)

Processing time of 100 images using GPU. Includes software ramp-up time (end-to-end). Measured with Celantur Edge SDK v1.0.0.

Image Resolution / Tiling	Processing Time (100 images)	Memory Utilization
1 MP (1 Tile)	4 s	686 MB VRAM, < 500 MB RAM
2 MP (1 Tile)	4.6 s	686 MB VRAM, <500 MB RAM
8 MP (2 Tiles)	10 s	686 MB VRAM, <500 MB RAM
72 MP (4 Tiles)	27 s	3 GB RAM, <800 MB VRAM

Images (CPU Mode)

Processing time of 100 images using CPU only. Includes software ramp-up time (end-to-end). Measured with Celantur Edge SDK v1.0.0.

Image Resolution / Tiling	Processing Time (100 images)	Memory Utilization
1 MP (1 Tile)	15 s	< 800 MB RAM
2 MP (1 Tile)	15 s	< 900 MB RAM
8 MP (2 Tiles)	30 s	< 1.4 GB RAM
72 MP (4 Tiles)	72 s	< 2.5GB RAM