spandrel.architectures.PLKSR.RealPLKSR

class documentation

class RealPLKSR(nn.Module): (source)

Constructor: RealPLKSR(dim, n_blocks, upscaling_factor, kernel_size, ...)

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Partial Large Kernel CNNs for Efficient Super-Resolution: https://arxiv.org/abs/2404.11848

Method __init__ Undocumented
Method forward Undocumented
Class Variable hyperparameters Undocumented
Instance Variable feats Undocumented
Instance Variable repeat_op Undocumented
Instance Variable to_img Undocumented
def __init__(self, *, dim: int = 64, n_blocks: int = 28, upscaling_factor: int = 4, kernel_size: int = 17, split_ratio: float = 0.25, use_ea: bool = True, norm_groups: int = 4, dropout: float = 0, dysample: bool = False): (source)

Undocumented

def forward(self, x: torch.Tensor) -> torch.Tensor: (source)

Undocumented

hyperparameters: dict = (source)

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feats = (source)

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repeat_op = (source)

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to_img = (source)

Undocumented