tf_efficientnetv2_s.in21k_ft_in1k vs resnet-50
Specs, VRAM requirements and download trends — updated 6 August 2026.
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | tf_efficientnetv2_s.in21k_ft_in1k | resnet-50 |
|---|---|---|
| Parameters | 20 M | 30 M |
| Architecture | — | ResNetForImageClassification |
| Context length | — | — |
| Licence | apache-2.0 | apache-2.0 |
| Commercial use | Allowed | Allowed |
| Languages | — | — |
| Downloads 30d | 1,638,502 | 1,170,453 |
| Downloads all time | 9.5 M | 572.3 M |
| Quantizations on the Hub | SAFETENSORS | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2022-12-13 | 2022-03-16 |
Download trend
Daily snapshots, last 10 days (28 Jul – 6 Aug)
1.6 M989 K
tf_efficientnetv2_s.in21k_ft_in1k
resnet-50
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
tf_efficientnetv2_s.in21k_ft_in1k · fp16
0.6 GB / 24 GB
resnet-50 · fp16
0.6 GB / 24 GB