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Update encoders.py #75

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Update encoders.py #75

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18 changes: 13 additions & 5 deletions steganogan/encoders.py
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Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,14 @@

import torch
from torch import nn
import torch.onnx
from torchvision.ops.deform_conv import DeformConv2d

input = torch.rand(4, 3, 10, 10)
kh, kw = 3, 3
weight = torch.rand(5, 3, kh, kw)
offset = torch.rand(4, 2 * kh * kw, 8, 8)
mask = torch.rand(4, kh * kw, 8, 8)


class BasicEncoder(nn.Module):
Expand All @@ -16,11 +24,11 @@ class BasicEncoder(nn.Module):
add_image = False

def _conv2d(self, in_channels, out_channels):
return nn.Conv2d(
in_channels=in_channels,
out_channels=out_channels,
kernel_size=3,
padding=1
return DeformConv2d(
input,
offset=offset,
weight=weight,
mask=mask
)

def _build_models(self):
Expand Down