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Base frame_seq_len on the padded token grid.
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@ -1827,8 +1827,8 @@ def sample_ar_video(model, x, sigmas, extra_args=None, callback=None, disable=No
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seed = extra_args.get("seed", 0)
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seed = extra_args.get("seed", 0)
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bs, c, lat_t, lat_h, lat_w = x.shape
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bs, c, lat_t, lat_h, lat_w = x.shape
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frame_seq_len = (lat_h // 2) * (lat_w // 2)
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frame_seq_len = -(-lat_h // 2) * -(-lat_w // 2) # ceiling division
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num_blocks = -(-lat_t // num_frame_per_block) # ceiling division
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num_blocks = -(-lat_t // num_frame_per_block) # ceiling division
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inner_model = model.inner_model.inner_model
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inner_model = model.inner_model.inner_model
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causal_model = inner_model.diffusion_model
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causal_model = inner_model.diffusion_model
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