proper fix for sag.
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@ -58,16 +58,23 @@ def create_blur_map(x0, attn, sigma=3.0, threshold=1.0):
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# Global Average Pool
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mask = attn.mean(1, keepdim=False).sum(1, keepdim=False) > threshold
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f = float(lh) / float(lw)
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fh = f ** 0.5
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fw = (1/f) ** 0.5
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S = mask.size(1) ** 0.5
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w = int(0.5 + S * fw)
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h = int(0.5 + S * fh)
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total = mask.shape[-1]
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x = round(math.sqrt((lh / lw) * total))
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xx = None
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for i in range(0, math.floor(math.sqrt(total) / 2)):
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for j in [(x + i), max(1, x - i)]:
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if total % j == 0:
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xx = j
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break
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if xx is not None:
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break
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x = xx
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y = total // x
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# Reshape
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mask = (
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mask.reshape(b, h, w)
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mask.reshape(b, x, y)
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.unsqueeze(1)
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.type(attn.dtype)
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)
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