Perturb submission
Browse files- README.md +21 -0
- config.json +23 -0
- model.safetensors +3 -0
README.md
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
library_name: torchvision
|
| 4 |
+
tags: [image-classification, adversarial-training, efficientnet, perturb, bittensor]
|
| 5 |
+
---
|
| 6 |
+
|
| 7 |
+
# ANGExllL/rust-kestrel
|
| 8 |
+
|
| 9 |
+
EfficientNetV2-L (torchvision `efficientnet_v2_l`, 1000 ImageNet classes) fine-tuned with adversarial
|
| 10 |
+
training for the [Perturb](https://perturbai.io) subnet (netuid 26).
|
| 11 |
+
|
| 12 |
+
- miner hotkey: `5Ebm5cRFAzkHGtq3myyvnL3w6GVSPrAy4LY6HSFMNdQLnomj`
|
| 13 |
+
- on-chain hash: sha256(model.safetensors || hotkey) = `3ed9b9a728b30de319533158df890550fe866833085f7cc398b11469bcfe976a`
|
| 14 |
+
- preprocessing: `EfficientNet_V2_L_Weights.IMAGENET1K_V1.transforms()` (bicubic resize 480, center crop 480, mean = std = 0.5)
|
| 15 |
+
|
| 16 |
+
```python
|
| 17 |
+
from safetensors.torch import load_file
|
| 18 |
+
from torchvision.models import efficientnet_v2_l
|
| 19 |
+
model = efficientnet_v2_l(weights=None)
|
| 20 |
+
model.load_state_dict(load_file("model.safetensors"))
|
| 21 |
+
```
|
config.json
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architecture": "efficientnet_v2_l",
|
| 3 |
+
"framework": "torchvision",
|
| 4 |
+
"num_classes": 1000,
|
| 5 |
+
"base_weights": "torchvision/EfficientNet_V2_L_Weights.IMAGENET1K_V1",
|
| 6 |
+
"weights_file": "model.safetensors",
|
| 7 |
+
"preprocess": {
|
| 8 |
+
"resize": 480,
|
| 9 |
+
"crop": 480,
|
| 10 |
+
"interpolation": "bicubic",
|
| 11 |
+
"antialias": true,
|
| 12 |
+
"mean": [
|
| 13 |
+
0.5,
|
| 14 |
+
0.5,
|
| 15 |
+
0.5
|
| 16 |
+
],
|
| 17 |
+
"std": [
|
| 18 |
+
0.5,
|
| 19 |
+
0.5,
|
| 20 |
+
0.5
|
| 21 |
+
]
|
| 22 |
+
}
|
| 23 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3c63d74ac5eb305bf797469bf6ede820dd27e78d290c177ad5889c2ce8d51d44
|
| 3 |
+
size 476270096
|