resnet18.a1_in1k vs edgenext_small.usi_in1k

Specs, VRAM requirements and download trends — updated 10 November 2026.

timm · A · Open weights
Params
10 M
Context
—
30d
2.0 M
apache-2.0 · commercial OK
timm · B · Open weights
Params
10 M
Context
—
30d
271 K
mit · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification resnet18.a1_in1k edgenext_small.usi_in1k
Parameters 10 M 10 M
Architecture — —
Context length — —
Licence apache-2.0 mit
Commercial use Allowed Allowed
Languages — —
Downloads 30d 1,951,155 271,478
Downloads all time 82.9 M 8.6 M
Quantizations on the Hub SAFETENSORS SAFETENSORS
Gated No No
First seen on the Hub 2023-04-05 2023-04-23

Download trend

Daily snapshots, last 90 days (13 Aug – 10 Nov)

2.2 M185 K
resnet18.a1_in1k edgenext_small.usi_in1k

VRAM side by side

On RTX 4090 · 24 GB · 8K context unless noted

edgenext_small.usi_in1k · fp16 0.5 GB / 24 GB
✅ Runs comfortably
resnet18.a1_in1k · fp16 0.6 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons