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Update
[beaver.git]
/
mygpt.py
diff --git
a/mygpt.py
b/mygpt.py
index
bd79676
..
0b63ac8
100755
(executable)
--- a/
mygpt.py
+++ b/
mygpt.py
@@
-246,12
+246,22
@@
class MyGPT(nn.Module):
m.bias.zero_()
m.weight.fill_(1.0)
m.bias.zero_()
m.weight.fill_(1.0)
- def forward(self, bs,
with_readout=True
):
+ def forward(self, bs,
mode="standard"
):
bs.x = F.pad(bs.x, (1, -1))
bs = self.embedding(bs)
bs.x = F.pad(bs.x, (1, -1))
bs = self.embedding(bs)
- bs = self.trunk(bs)
- if with_readout:
+ if mode == "standard":
+ bs = self.trunk(bs)
bs = self.readout(bs)
bs = self.readout(bs)
+ elif mode == "head":
+ bs = self.trunk(bs)
+ elif mode == "deep":
+ r = []
+ for l in self.trunk:
+ bs = l(bs)
+ r += [bs.slice()]
+ bs = BracketedSequence(torch.cat(r, -1))
+ else:
+ raise ValueError
return bs
return bs