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Fix syntax errors in FeedForward function #39

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Fix syntax errors in FeedForward function #39

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6 changes: 3 additions & 3 deletions src/unifolm_wma/utils/projector.py
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Original file line number Diff line number Diff line change
Expand Up @@ -87,14 +87,14 @@ def forward(self, x, latents):

def FeedForward(dim, mult=4, ffd_type="gelu-ffd"):
inner_dim = int(dim * mult)
if ffd_type = "gelu-ffd":
if ffd_type == "gelu-ffd":
return nn.Sequential(
nn.LayerNorm(dim),
nn.Linear(dim, inner_dim, bias=False),
nn.GELU(approximate='tanh'),
nn.Linear(inner_dim, dim, bias=False),
)
elif ffd_type = "silu-ffd":
elif ffd_type == "silu-ffd":
return nn.Sequential(
nn.LayerNorm(dim),
nn.Linear(dim, inner_dim, bias=False),
Expand Down Expand Up @@ -138,7 +138,7 @@ def __init__(
)
)

def forward(self, x)
def forward(self, x):
latents = self.latents.repeat(x.size(0), 1, 1)
for attn, ff in self.layers:
latents = attn(x, latents) + latents
Expand Down