An example for Timm ViT

VainF · Jul 26, 2023 · 71028c1 · 71028c1
1 parent a07659e
commit 71028c1
Showing 1 changed file with 0 additions and 20 deletions.
diff --git a/examples/timm_models/timm_vit.py b/examples/timm_models/timm_vit.py
@@ -68,26 +68,6 @@ def get_channel_groups(self, layer):
 
 timm_atten_pruner = TimmAttentionPruner()
 
-
-from transformers import ViTImageProcessor, ViTForImageClassification
-from PIL import Image
-import requests
-
-url = 'http://images.cocodataset.org/val2017/000000039769.jpg'
-image = Image.open(requests.get(url, stream=True).raw)
-
-processor = ViTImageProcessor.from_pretrained('google/vit-base-patch16-224')
-model = ViTForImageClassification.from_pretrained('google/vit-base-patch16-224')
-print(model)
-inputs = processor(images=image, return_tensors="pt")
-outputs = model(**inputs)
-logits = outputs.logits
-# model predicts one of the 1000 ImageNet classes
-predicted_class_idx = logits.argmax(-1).item()
-print("Predicted class:", model.config.id2label[predicted_class_idx])
-
-
-
 for i, model_name in enumerate(timm_models):
     if not model_name=='vit_base_patch8_224':
         continue