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make style
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@@ -467,15 +467,18 @@ def get_up_block(
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class AutoencoderTinyBlock(nn.Module):
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"""
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Tiny Autoencoder block used in [`AutoencoderTiny`]. It is a mini residual module consisting of plain conv + ReLU blocks.
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Tiny Autoencoder block used in [`AutoencoderTiny`]. It is a mini residual module consisting of plain conv + ReLU
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blocks.
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Args:
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in_channels (`int`): The number of input channels.
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out_channels (`int`): The number of output channels.
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act_fn (`str`):` The activation function to use. Supported values are `"swish"`, `"mish"`, `"gelu"`, and `"relu"`.
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act_fn (`str`):
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` The activation function to use. Supported values are `"swish"`, `"mish"`, `"gelu"`, and `"relu"`.
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Returns:
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`torch.FloatTensor`: A tensor with the same shape as the input tensor, but with the number of channels equal to `out_channels`.
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`torch.FloatTensor`: A tensor with the same shape as the input tensor, but with the number of channels equal to
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`out_channels`.
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"""
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def __init__(self, in_channels: int, out_channels: int, act_fn: str):
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