ple (bool, optional, defaults to False) — Whether to center 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 down