[Metax][FIX] fix ci error caused by pr#7428

Author: Guanyu Chen (i26275)

fastdeploy/model_executor/layers/backends/metax/moe/fused_moe_cutlass_metax_backend.py

@@ -97,6 +97,8 @@ def apply_tp(
         x: paddle.Tensor,
         gate: nn.Layer,
         topk_ids_hookfunc: Callable = None,
+        fc1_latent_proj: nn.Layer = None,
+        fc2_latent_proj: nn.Layer = None,
     ) -> paddle.Tensor:
         """
         Paddle Cutlass compute Fused MoE.
@@ -150,13 +152,19 @@ def apply_tp(
         x: paddle.Tensor,
         gate: nn.Layer,
         topk_ids_hookfunc: Callable = None,
+        fc1_latent_proj: nn.Layer = None,
+        fc2_latent_proj: nn.Layer = None,
     ) -> paddle.Tensor:
         """
         Paddle Cutlass compute Fused MoE.
         """
-        if layer.topk_method == "noaux_tc":
-            gate_out = gate(x.cast("float32"))
 
+        gate_out = gate(x.cast("float32"))
+
+        if fc1_latent_proj is not None:
+            x = fc1_latent_proj(x)
+
+        if layer.topk_method == "noaux_tc":
             gate_out, topk_weights, topk_idx = get_moe_scores(
                 gate_out,
                 layer.n_group,
@@ -229,6 +237,9 @@ def apply_tp(
                 False,
             )
 
+        if fc2_latent_proj is not None:
+            fused_moe_out = fc2_latent_proj(fused_moe_out)
+
         return fused_moe_out