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from ..configuration_videobase import VideoBaseConfiguration | |
from typing import Union, Tuple | |
class VQVAEConfiguration(VideoBaseConfiguration): | |
def __init__( | |
self, | |
embedding_dim: int = 256, | |
n_codes: int = 2048, | |
n_hiddens: int = 240, | |
n_res_layers: int = 4, | |
resolution: int = 128, | |
sequence_length: int = 16, | |
downsample: Union[Tuple[int, int, int], str] = (4, 4, 4), | |
no_pos_embd: bool = True, | |
**kwargs, | |
): | |
super().__init__(**kwargs) | |
self.embedding_dim = embedding_dim | |
self.n_codes = n_codes | |
self.n_hiddens = n_hiddens | |
self.n_res_layers = n_res_layers | |
self.resolution = resolution | |
self.sequence_length = sequence_length | |
if isinstance(downsample, str): | |
self.downsample = tuple(map(int, downsample.split(","))) | |
else: | |
self.downsample = downsample | |
self.no_pos_embd = no_pos_embd | |
self.hidden_size = n_hiddens | |