[Intel XPU] Enable fused_moe_triton tuning on XPU and add tuned DeepSeek-OCR-2 configs (#28723)

benchmark/kernels/fused_moe_triton/common_utils.py

@@ -103,6 +103,7 @@ def get_model_config(
         "DeepseekV3ForCausalLM",
         "DeepseekV32ForCausalLM",
         "DeepseekV4ForCausalLM",
+        "DeepseekOCRForCausalLM",
         "Glm4MoeForCausalLM",
         "Glm4MoeLiteForCausalLM",
         "GlmMoeDsaForCausalLM",
@@ -206,6 +207,9 @@ def get_model_config(
 
     # text_config may not carry torch_dtype; fall back to bf16.
     torch_dtype = getattr(config, "torch_dtype", None) or torch.bfloat16
+    num_layers = getattr(config, "num_hidden_layers", 0)
+    # Only the DeepSeek family replaces leading MoE layers with dense ones.
+    dense_layers = getattr(config, "first_k_dense_replace", 0)
 
     return {
         "num_experts": E,
@@ -215,6 +219,8 @@ def get_model_config(
         "dtype": torch_dtype,
         "block_shape": block_shape,
         "architecture": architecture,
+        "num_layers": num_layers,
+        "dense_layers": dense_layers,
     }