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Runtime error
Runtime error
debugging
Browse files
app.py
CHANGED
@@ -76,6 +76,7 @@ def generate_plot(processed_map):
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def serialize_images(processed_map):
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"""Serializes attention maps."""
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for i in range(processed_map.shape[0]):
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plt.imshow(processed_map[i].numpy())
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plt.title(f"Attention head: {i}", fontsize=14)
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@@ -96,7 +97,7 @@ def generate_class_attn_map(image, block_id=0):
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processed_cls_attn_map = get_cls_attention_map(image_tensor, out, block_key)
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serialize_images(processed_cls_attn_map)
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all_attn_img_paths = sorted(glob.glob("*.png"))
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print(f"Number of images: {len(all_attn_img_paths)}")
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return all_attn_img_paths
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def serialize_images(processed_map):
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"""Serializes attention maps."""
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print(f"Number of maps: {processed_map.shape[0]}")
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for i in range(processed_map.shape[0]):
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plt.imshow(processed_map[i].numpy())
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plt.title(f"Attention head: {i}", fontsize=14)
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processed_cls_attn_map = get_cls_attention_map(image_tensor, out, block_key)
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serialize_images(processed_cls_attn_map)
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all_attn_img_paths = sorted(glob.glob("attention_map_*.png"))
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print(f"Number of images: {len(all_attn_img_paths)}")
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return all_attn_img_paths
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