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Method __init__

ldm/modules/diffusionmodules/openaimodel.py:142–155  ·  view source on GitHub ↗
(self, channels, use_conv, dims=2, out_channels=None,padding=1)

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140 """
141
142 def __init__(self, channels, use_conv, dims=2, out_channels=None,padding=1):
143 super().__init__()
144 self.channels = channels
145 self.out_channels = out_channels or channels
146 self.use_conv = use_conv
147 self.dims = dims
148 stride = 2 if dims != 3 else (1, 2, 2)
149 if use_conv:
150 self.op = conv_nd(
151 dims, self.channels, self.out_channels, 3, stride=stride, padding=padding
152 )
153 else:
154 assert self.channels == self.out_channels
155 self.op = avg_pool_nd(dims, kernel_size=stride, stride=stride)
156
157 def forward(self, x):
158 assert x.shape[1] == self.channels

Callers

nothing calls this directly

Calls 3

conv_ndFunction · 0.90
avg_pool_ndFunction · 0.90
__init__Method · 0.45

Tested by

no test coverage detected