Fix GPU fault issue when run dsv3 with dp mode and enable torch-compile (#10361)

Co-authored-by: wunhuang <wunhuang@amd.com>

python/sglang/srt/layers/dp_attention.py

@@ -119,6 +119,18 @@ class _DpGatheredBufferWrapper:
     def get_dp_global_num_tokens(cls) -> List[int]:
         return cls._global_num_tokens
 
+    @classmethod
+    def get_dp_hidden_size(cls) -> int:
+        return cls._hidden_size
+
+    @classmethod
+    def get_dp_dtype(cls) -> torch.dtype:
+        return cls._dtype
+
+    @classmethod
+    def get_dp_device(cls) -> torch.device:
+        return cls._device
+
 
 def set_dp_buffer_len(
     global_dp_buffer_len: int,
@@ -150,6 +162,18 @@ def get_dp_global_num_tokens() -> List[int]:
     return _DpGatheredBufferWrapper.get_dp_global_num_tokens()
 
 
+def get_dp_hidden_size() -> int:
+    return _DpGatheredBufferWrapper.get_dp_hidden_size()
+
+
+def get_dp_dtype() -> torch.dtype:
+    return _DpGatheredBufferWrapper.get_dp_dtype()
+
+
+def get_dp_device() -> torch.device:
+    return _DpGatheredBufferWrapper.get_dp_device()
+
+
 def compute_dp_attention_world_info(enable_dp_attention, tp_rank, tp_size, dp_size):
     if not enable_dp_attention:
         return tp_rank, tp_size, 0

python/sglang/srt/layers/logits_processor.py

@@ -35,6 +35,9 @@ from sglang.srt.layers.dp_attention import (
     get_attention_dp_rank,
     get_attention_dp_size,
     get_attention_tp_size,
+    get_dp_device,
+    get_dp_dtype,
+    get_dp_hidden_size,
     get_global_dp_buffer,
     get_local_attention_dp_size,
     set_dp_buffer_len,
@@ -187,16 +190,23 @@ class LogitsMetadata:
         self.dp_local_start_pos = dp_local_start_pos
         self.dp_local_num_tokens = dp_local_num_tokens
 
+        hidden_size = get_dp_hidden_size()
+        dtype = get_dp_dtype()
+        device = get_dp_device()
+
         if self.global_num_tokens_for_logprob_cpu is not None:
             # create a smaller buffer to reduce peak memory usage
             self.global_dp_buffer_len = sum(self.global_num_tokens_for_logprob_cpu)
         else:
             self.global_dp_buffer_len = self.global_dp_buffer_len
 
-        set_dp_buffer_len(
+        self.gathered_buffer = torch.empty(
+            (
                 self.global_dp_buffer_len,
-            self.dp_local_num_tokens,
-            self.global_num_tokens_for_logprob_cpu,
+                hidden_size,
+            ),
+            dtype=dtype,
+            device=device,
         )
 
 
@@ -443,7 +453,7 @@ class LogitsProcessor(nn.Module):
         if self.do_tensor_parallel_all_gather_dp_attn:
             logits_metadata.compute_dp_attention_metadata()
             hidden_states, local_hidden_states = (
-                get_global_dp_buffer(),
+                logits_metadata.gathered_buffer,
                 hidden_states,
             )
             dp_gather_replicate(hidden_states, local_hidden_states, logits_metadata)