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modules.resnet.decnet*

Function ยท nn.Module

net = decnet*(
    out_size, order=2, kernel_size=3, in_length=2, out_planes=1
)

Instant presents of mdnc.module.resnet.DecoderNet*d.

Arguments

Requries

Argument Type Description
out_size int or
(int,)		 The size of the output data. This argument needs to be specified by users, because the network needs to configure its layers according to the output size.
order int The order of the residual blocks, could be 1, 2, or 3.
kernel_size int or
(int,)		 The kernel size of each residual block.
in_length int The length of the input vector, if not set, the input needs to be feature maps. See the property input_size to check the input data size in this case.
out_planes int The channel number of the output data.

APIs

API Net depth Channel Block type Layer configs Source
decnet13 5 64 plain [1, 1, 1, 1, 1]
decnet33 5 64 bottleneck [2, 2, 2, 2, 2]
decnet48 5 64 bottleneck [3, 3, 3, 3, 3]
decnet63 5 64 bottleneck [4, 4, 4, 4, 4]
Last update: March 14, 2021

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