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Fix potential issue with batch size and clip vision.
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@ -25,6 +25,8 @@ class ClipVisionModel():
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def encode_image(self, image):
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def encode_image(self, image):
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img = torch.clip((255. * image), 0, 255).round().int()
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img = torch.clip((255. * image), 0, 255).round().int()
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if len(img.shape) == 3:
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img = [img]
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inputs = self.processor(images=img, return_tensors="pt")
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inputs = self.processor(images=img, return_tensors="pt")
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outputs = self.model(**inputs)
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outputs = self.model(**inputs)
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return outputs
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return outputs
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