efficientnet_b0.ra_in1k vs resnet-18
Specs, VRAM requirements and download trends — updated 24 October 2026.
timm · A · Open weights
Params
10 M
Context
—
30d
673 K
apache-2.0 · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | efficientnet_b0.ra_in1k | resnet-18 |
|---|---|---|
| Parameters | 10 M | 12 M |
| Architecture | — | ResNetForImageClassification |
| Context length | — | — |
| Licence | apache-2.0 | apache-2.0 |
| Commercial use | Allowed | Allowed |
| Languages | — | — |
| Downloads 30d | 672,896 | 728,436 |
| Downloads all time | 23.0 M | 30.0 M |
| Quantizations on the Hub | SAFETENSORS | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2022-12-12 | 2022-03-16 |
Download trend
Daily snapshots, last 89 days (28 Jul – 24 Oct)
1.3 M222 K
efficientnet_b0.ra_in1k
resnet-18
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
efficientnet_b0.ra_in1k · fp16
0.5 GB / 24 GB
resnet-18 · fp16
0.6 GB / 24 GB