solve interpretability
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@ -1476,6 +1476,9 @@ class LatentUpscaleDiffusion(LatentDiffusion):
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all_conds = {"c_concat": [zx], "c_crossattn": [c], "c_adm": noise_level}
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all_conds = {"c_concat": [zx], "c_crossattn": [c], "c_adm": noise_level}
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if log_mode:
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if log_mode:
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# TODO: maybe disable if too expensive
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# TODO: maybe disable if too expensive
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interpretability = True
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if interpretability:
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zx = zx[:, :, ::2, ::2]
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x_low_rec = self.low_scale_model.decode(zx)
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x_low_rec = self.low_scale_model.decode(zx)
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return z, all_conds, x, xrec, xc, x_low, x_low_rec, noise_level
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return z, all_conds, x, xrec, xc, x_low, x_low_rec, noise_level
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return z, all_conds
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return z, all_conds
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