Fix a small typo of a variable name (#1063)

Fix a small typo

fix a typo in `models/attention.py`.
weight -> width

Author: omihub777

src/diffusers/models/attention.py

@@ -165,15 +165,15 @@ def _set_use_memory_efficient_attention_xformers(self, use_memory_efficient_atte
 
     def forward(self, hidden_states, context=None):
         # note: if no context is given, cross-attention defaults to self-attention
-        batch, channel, height, weight = hidden_states.shape
+        batch, channel, height, width = hidden_states.shape
         residual = hidden_states
         hidden_states = self.norm(hidden_states)
         hidden_states = self.proj_in(hidden_states)
         inner_dim = hidden_states.shape[1]
-        hidden_states = hidden_states.permute(0, 2, 3, 1).reshape(batch, height * weight, inner_dim)
+        hidden_states = hidden_states.permute(0, 2, 3, 1).reshape(batch, height * width, inner_dim)
         for block in self.transformer_blocks:
             hidden_states = block(hidden_states, context=context)
-        hidden_states = hidden_states.reshape(batch, height, weight, inner_dim).permute(0, 3, 1, 2)
+        hidden_states = hidden_states.reshape(batch, height, width, inner_dim).permute(0, 3, 1, 2)
         hidden_states = self.proj_out(hidden_states)
         return hidden_states + residual