Add smoke test

This commit is contained in:
Jacky 2021-01-26 17:41:53 +11:00
parent aba7823739
commit c54dedd739
1 changed files with 5 additions and 5 deletions

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@ -2,15 +2,15 @@ import clip
import torch
import torch
from PIL import Image
def test_simple_cpu():
def test_smoke_simple_cpu():
device = 'cpu'
model, preprocess = clip.load("ViT-B/32", device=device)
image = preprocess(Image.open('CLIP.png')).unsqueeze(0).to(device)
text = clip.tokenize(["a diagram", "a dog", "a cat"]).to(device)
with torhc.no_grad():
assert model.encode_image(image), "Encoding an image does not work"
assert model.encode_text(text), "Encoding text does not work"
with torch.no_grad():
model.encode_image(image)
model.encode_text(text)
logits_per_image, logits_per_text = model(image, text)
probs = logits_per_image.softmax(dim=-1).cpu().numpy()
print("Label probs:", probs)
assert True