File size: 607 Bytes
2517be1 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 | # mtmd-debug
## Debugging encode pass
Example of debugging an input gray image (raw, not preprocessed):
```py
from transformers import AutoModel
model = AutoModel.from_pretrained(...)
def test_vision():
img_size = 896 # number of patches per side
pixel_values = torch.zeros(1, 3, img_size, img_size) + 0.5 # gray image
with torch.no_grad():
outputs = model.model.get_image_features(pixel_values=pixel_values)
print("last_hidden_state shape:", outputs.last_hidden_state.shape)
print("last_hidden_state:", outputs.last_hidden_state)
test_vision()
```
## Debugging preprocess pass
(TODO)
|