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import torch
import torch.nn as nn
from transformers import PreTrainedModel
from .aes import VAE
from .cceVAEConfig import cceVAEConfig
class cceVAE(PreTrainedModel):
config_class = cceVAEConfig
def __init__(self, config):
super().__init__(config)
self.model = VAE(
d=config.d,
input_size=config.input_size,
z_dim=config.z_dim,
fmap_sizes=config.fmap_sizes,
to_1x1=config.to_1x1,
conv_params=config.conv_params,
tconv_params=config.tconv_params,
normalization_op=config.normalization_op,
normalization_params=config.normalization_params,
activation_op=config.activation_op,
activation_params=config.activation_params,
block_op=config.block_op,
block_params=config.block_params)
def forward(self, x):
return self.model(x) |