update code

(cherry picked from commit 1453150a0bdf2cce425e9e2da83ef16b8e8f2859)

python/sglang/srt/arg_groups/deepseek_v4_hook.py

@@ -263,9 +263,21 @@ def validate_deepseek_v41_features(server_args: ServerArgs) -> None:
     from sglang.srt.model_executor.cuda_graph_config import Backend, Phase, with_phase
 
     prefill_graph = cfg.cuda_graph_config.prefill
-    if prefill_graph.backend != Backend.DISABLED and prefill_graph.max_seq_len is None:
+    cp_breakable_prefill = (
-        # The captured low-ratio indexer scores a static context width; 16k
+        cfg.enable_prefill_cp
-        # keeps it inside the candidate window at under 1 ms per layer.
+        and cfg.cp_strategy == "interleave"
+        and cfg.tp_size > 1
+        and prefill_graph.backend == Backend.BREAKABLE
+    )
+    if (
+        prefill_graph.backend != Backend.DISABLED
+        and prefill_graph.max_seq_len is None
+        and not cp_breakable_prefill
+    ):
+        # The non-CP captured low-ratio indexer scores a static context width.
+        # CP BCG runs these sources eagerly with live prefix metadata, so this
+        # default would only force long-prefix CP batches back to eager.
+        # Explicit max_seq_len values still constrain both paths.
         declare_resolution(
             server_args,
             "validate_deepseek_v41_features",

python/sglang/srt/layers/attention/deepseek_v4_backend.py

@@ -1580,8 +1580,12 @@ class DeepseekV4AttnBackend(
 
     @property
     def low_ratio_prefill_graph(self) -> bool:
+        """Whether ratio-1/2 sources use captured projections and indexer metadata."""
         return (
-            bool(self.low_ratios) and _has_dense_fp4_indexer() and _is_sm100_or_newer()
+            bool(self.low_ratios)
+            and _has_dense_fp4_indexer()
+            and _is_sm100_or_newer()
+            and get_parallel().attn_cp_size == 1
         )
 
     def can_run_prefill_cuda_graph(self, forward_batch: ForwardBatch) -> bool:

python/sglang/srt/model_executor/runner/prefill_cuda_graph_runner.py

@@ -1336,9 +1336,9 @@ class PrefillCudaGraphRunner(BaseCudaGraphRunner):
             batch_max_context_len=batch_max_context_len,
         ):
             return False
-        if getattr(self, "enable_cp_bcg_capture", False) and is_cp_active(
+        if getattr(self, "enable_cp_bcg_capture", False):
-            forward_batch
+            if not is_cp_active(forward_batch):
-        ):
+                return False
             assert self.prefill_cp_bcg_input is not None
             if (
                 self.prefill_cp_bcg_input.select_replay_bucket_for_batch(