17 lines
544 B
Python
17 lines
544 B
Python
import clip
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import torch
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import torch
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from PIL import Image
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def test_smoke_simple_cpu():
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device = 'cpu'
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model, preprocess = clip.load("ViT-B/32", device=device)
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image = preprocess(Image.open('CLIP.png')).unsqueeze(0).to(device)
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text = clip.tokenize(["a diagram", "a dog", "a cat"]).to(device)
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with torch.no_grad():
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model.encode_image(image)
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model.encode_text(text)
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logits_per_image, logits_per_text = model(image, text)
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probs = logits_per_image.softmax(dim=-1).cpu().numpy()
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assert True
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