resnet50.a1_in1k vs efficientnet_b2.ra_in1k

Specs, VRAM requirements and download trends — updated 6 August 2026.

timm · A
Params
30 M
Context
30d
2.8 M
apache-2.0 · commercial OK
timm · B
Params
10 M
Context
30d
325 K
apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification resnet50.a1_in1k efficientnet_b2.ra_in1k
Parameters 30 M 10 M
Architecture
Context length
Licence apache-2.0 apache-2.0
Commercial use Allowed Allowed
Languages
Downloads 30d 2,782,668 325,463
Downloads all time 334.4 M 3.7 M
Quantizations on the Hub SAFETENSORS SAFETENSORS
Gated No No
First seen on the Hub 2023-04-05 2022-12-12

Download trend

Daily snapshots, last 10 days (28 Jul – 6 Aug)

3.1 M325 K
resnet50.a1_in1k efficientnet_b2.ra_in1k

VRAM side by side

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

efficientnet_b2.ra_in1k · fp16 0.5 GB / 24 GB
✅ Runs comfortably
resnet50.a1_in1k · fp16 0.6 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons