[Bug] Fix TRTLLM Block FP8 MoE Monolithic (#36296)

Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>

vllm/model_executor/layers/fused_moe/experts/trtllm_fp8_moe.py

@@ -176,9 +176,6 @@ class TrtLlmFp8Experts(mk.FusedMoEExpertsMonolithic):
         assert not apply_router_weight_on_input
         assert activation == MoEActivation.SILU
 
-        if e_score_correction_bias is not None:
-            e_score_correction_bias = e_score_correction_bias.to(hidden_states.dtype)
-
         if self.routing_method_type == RoutingMethodType.DeepSeekV3:
             router_logits = router_logits.to(torch.float32)