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Architecture.txt
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Architecture.txt
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====IN====
Start Skip Connection:
Conv2d(in=3, out=128)
====DOWN====
Start Skip Connection:
ResBlock(in=128, out=128, emb_channels=512)
Start Skip Connection:
ResBlock(in=128, out=128, emb_channels=512)
Start Skip Connection:
ResBlock(in=128, out=128, emb_channels=512)
Start Skip Connection:
Downsample(in=128)
Start Skip Connection:
ResBlock(in=256, out=256, emb_channels=512)
Start Skip Connection:
ResBlock(in=256, out=256, emb_channels=512)
Start Skip Connection:
ResBlock(in=256, out=256, emb_channels=512)
Start Skip Connection:
Downsample(in=256)
Start Skip Connection:
ResBlock(in=384, out=384, emb_channels=512)
Residual:
AttentionBlock(in=384, heads=4)
Start Skip Connection:
ResBlock(in=384, out=384, emb_channels=512)
Residual:
AttentionBlock(in=384, heads=4)
Start Skip Connection:
ResBlock(in=384, out=384, emb_channels=512)
Residual:
AttentionBlock(in=384, heads=4)
Start Skip Connection:
Downsample(in=384)
Start Skip Connection:
ResBlock(in=512, out=512, emb_channels=512)
Residual:
AttentionBlock(in=512, heads=4)
Start Skip Connection:
ResBlock(in=512, out=512, emb_channels=512)
Residual:
AttentionBlock(in=512, heads=4)
Start Skip Connection:
ResBlock(in=512, out=512, emb_channels=512)
Residual:
AttentionBlock(in=512, heads=4)
====MIDDLE====
ResBlock(in=512, out=512, emb_channels=512)
AttentionBlock(in=512, heads=4)
ResBlock(in=512, out=512, emb_channels=512)
====UP====
End Skip Connection (channels=512):
ResBlock(in=1024, out=512, emb_channels=512)
Residual:
AttentionBlock(in=512, heads=4)
End Skip Connection (channels=512):
ResBlock(in=1024, out=512, emb_channels=512)
Residual:
AttentionBlock(in=512, heads=4)
End Skip Connection (channels=512):
ResBlock(in=1024, out=512, emb_channels=512)
Residual:
AttentionBlock(in=512, heads=4)
End Skip Connection (channels=384):
ResBlock(in=896, out=512, emb_channels=512)
Residual:
AttentionBlock(in=512, heads=4)
Upsample(in=512)
End Skip Connection (channels=384):
ResBlock(in=896, out=384, emb_channels=512)
Residual:
AttentionBlock(in=384, heads=4)
End Skip Connection (channels=384):
ResBlock(in=768, out=384, emb_channels=512)
Residual:
AttentionBlock(in=384, heads=4)
End Skip Connection (channels=384):
ResBlock(in=768, out=384, emb_channels=512)
Residual:
AttentionBlock(in=384, heads=4)
End Skip Connection (channels=256):
ResBlock(in=640, out=384, emb_channels=512)
Residual:
AttentionBlock(in=384, heads=4)
Upsample(in=384)
End Skip Connection (channels=256):
ResBlock(in=640, out=256, emb_channels=512)
End Skip Connection (channels=256):
ResBlock(in=512, out=256, emb_channels=512)
End Skip Connection (channels=256):
ResBlock(in=512, out=256, emb_channels=512)
End Skip Connection (channels=128):
ResBlock(in=384, out=256, emb_channels=512)
Upsample(in=256)
End Skip Connection (channels=128):
ResBlock(in=384, out=128, emb_channels=512)
End Skip Connection (channels=128):
ResBlock(in=256, out=128, emb_channels=512)
End Skip Connection (channels=128):
ResBlock(in=256, out=128, emb_channels=512)
End Skip Connection (channels=128):
ResBlock(in=256, out=128, emb_channels=512)
====OUT====
GroupNorm
SiLU
Conv2d(in=128, out=3)