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

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

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