tf_efficientnetv2_s.in21k_ft_in1k vs resnet-50
Specs, VRAM requirements and download trends — updated 21 September 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 | 1,785,036 | 542,017 |
| Downloads all time | 12.7 M | 574.3 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 56 days (28 Jul – 21 Sep)
2.4 M542 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
Adjacent comparisons
mobilenetv3_small_100.lamb_in1k vs tf_efficientnetv2_s.in21k_ft_in1k
tf_efficientnetv2_s.in21k_ft_in1k vs efficientnet_b3.ra2_in1k
mobilenetv3_small_100.lamb_in1k vs resnet-50
vit-base-patch16-224 vs tf_efficientnetv2_s.in21k_ft_in1k
resnet-50 vs efficientnet_b3.ra2_in1k
resnet50.a1_in1k vs tf_efficientnetv2_s.in21k_ft_in1k