Benchmarks

Celantur Container benchmarks

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

1 - 8 MP Images (GPU)

Processing time of 100 images using GPU. Includes software ramp-up time (end-to-end).

Image Resolution	Processing Time (100 images)	Memory Utilization	Comparison with Celantur SDK
1 MP (1 Tile)	12 s	2.6 GB VRAM 4 GB RAM	4 s 686 MB VRAM < 500 MB RAM
2 MP (1 Tile)	17 s	2.7 GB VRAM 4.5 GB RAM	4.6 s 686 MB VRAM <500 MB RAM
8 MP (2 Tiles)	91 s	10 GB VRAM 5 GB RAM	10s 686 MB VRAM <500 MB RAM

Images (CPU)

Processing time of 100 images using CPU only. Includes software ramp-up time (end-to-end).

Image Resolution	Processing Time (100 images)	Memory Utilization	Comparison with Celantur SDK
1 MP (1 Tile)	40 s	< 1.5GB RAM	15 s < 800 MB RAM
2 MP (1 Tile)	44 s	< 1.5 GB RAM	15 s < 900 MB RAM
8 MP (2 Tiles)	201 s	< 3 GB RAM	30 s < 1.4 GB RAM

32 MP Images (GPU)

Processing time of 1 image using GPU. Includes software ramp-up time (end-to-end). Celantur Container Version 25.04.2.

Image Resolution	Processing Time (1 image)	Memory Utilization
32 MP (8000x4000)	1.04 s	up to 11.8 GB VRAM 5 GB RAM

Command

-a person -a face -a license-plate --format pano:8000

72 MP Images (GPU)

Processing time of 1 image by one instance of Celantur Container using GPU. Includes software ramp-up time (end-to-end). Celantur Container Version 25.09.1.

Image Resolution	Processing Time (1 image)	Memory Utilization
72 MP	0.27 s	up to 4 GB VRAM 4.5 GB RAM

Processing time and throughput with 8 instances of Celantur Container using GPU. Includes software ramp-up time (end-to-end). Celantur Container v25.11.1.

Image Resolution	Processing Time per Image	Throughput
72 MP	0.13 s	7.5 images / s

Command

for i in $(seq 1 8); do PROCESS_DIR=$HOME/test$i ./celantur.sh -a face -a license-plate --format '{"number":[4,1],"overlap":[300,0],"section":[0,1870,12288,4950]}' & ; done

91 MP Images (GPU)

Processing time of 1 image (Mosaic X panorama) using GPU. Includes software ramp-up time (end-to-end). Celantur Container Version 25.04.2.

Image Resolution	Processing Time (1 image)	Memory Utilization
91 MP (13504x6752)	2.9 s	up to 15 GB VRAM 6 GB RAM

Command

--model segmentatio-omnium -a face -a license-plate --license-plate-threshold 0.1 --face-threshold 0.1 -f '{"number":[5,1],"overlap":[400,0],"section":[0,2200,13504,5300]}'

FullHD Video (GPU)

Processing time of 1 video (GoPro/mp4) using GPU. Includes software ramp-up time (end-to-end). Celantur Container v25.11.1.

Video Resolution / Framerate	Processing Time	Video Duration
FullHD / 30 fps	7 m 6 s	7 m

Command

--video --keep-bit-rate -a face -a license-plate