[BugFix] Fix `--disable-log-stats` in V1 server mode (#17600)

Signed-off-by: Nick Hill <nhill@redhat.com>

vllm/v1/engine/async_llm.py

@@ -120,6 +120,7 @@ class AsyncLLM(EngineClient):
             executor_class=executor_class,
             log_stats=self.log_stats,
         )
+        if self.stat_loggers:
             for stat_logger in self.stat_loggers[0]:
                 stat_logger.log_engine_initialized()
         self.output_handler: Optional[asyncio.Task] = None

vllm/v1/engine/core_client.py

@@ -442,9 +442,10 @@ class MPClient(EngineCoreClient):
             logger.info("Core engine process %d ready.", eng_id)
             identities.discard(eng_id)
             # Setup KV cache config with initialization state from
-            # engine core process.
-            self.vllm_config.cache_config.num_gpu_blocks = message_dict[
-                'num_gpu_blocks']
+            # engine core process. Sum values from all engines in DP case.
+            num_gpu_blocks = self.vllm_config.cache_config.num_gpu_blocks or 0
+            num_gpu_blocks += message_dict['num_gpu_blocks']
+            self.vllm_config.cache_config.num_gpu_blocks = num_gpu_blocks
 
     def _init_core_engines(
         self,