r the input sample.


flip_sin_to_cos (bool, optional, defaults to False) —
Whether to flip the sin to cos in the time embedding.


freq_shift (int, optional, defaults to 0) — The frequency shift to apply to the time embedding.


down_block_types (Tuple[str], optional, defaults to ("CrossAttnDownBlock2D", "CrossAttnDownBlock2D", "CrossAttnDownBlock2D", "DownBlock2D")) —
The tuple of downsample blocks to use.


mid_block_type (str, optional, def