fix cuda graph (vllm-project#22721)

Signed-off-by: fsx950223 <fsx950223@outlook.com>

Author: fsx950223

vllm/v1/attention/backends/rocm_aiter_fa.py

@@ -2,7 +2,7 @@
 # SPDX-FileCopyrightText: Copyright contributors to the vLLM project
 """Attention layer with AiterFlashAttention."""
 from dataclasses import dataclass
-from typing import ClassVar, Optional
+from typing import Optional
 
 import torch
 
@@ -11,7 +11,8 @@
 from vllm.config import VllmConfig
 from vllm.logger import init_logger
 from vllm.platforms import current_platform
-from vllm.v1.attention.backends.utils import (AttentionMetadataBuilder,
+from vllm.v1.attention.backends.utils import (AttentionCGSupport,
+                                              AttentionMetadataBuilder,
                                               CommonAttentionMetadata)
 from vllm.v1.kv_cache_interface import AttentionSpec
 
@@ -231,7 +232,7 @@ class AiterFlashAttentionMetadata:
 
 class AiterFlashAttentionMetadataBuilder(
         AttentionMetadataBuilder[AiterFlashAttentionMetadata]):
-    full_cudagraph_supported: ClassVar[bool] = True
+    cudagraph_support = AttentionCGSupport.ALWAYS
 
     def __init__(self, kv_cache_spec: AttentionSpec, layer_names: list[str],
                  vllm_config: VllmConfig, device: torch.device):