[Misc][UX] Suppress confusing `num_gpu_blocks` log lines (#40402)

Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

vllm/v1/core/kv_cache_utils.py

@@ -820,12 +820,15 @@ def get_max_concurrency_for_kv_cache_config(
     return max_concurrency
 
 
-def may_override_num_blocks(vllm_config: VllmConfig, num_blocks: int) -> int:
+def may_override_num_blocks(
+    vllm_config: VllmConfig, num_blocks: int, suppress_log: bool = False
+) -> int:
     """
     Override the number of kv cache blocks if `num_gpu_blocks_override` is set.
     """
     if vllm_config.cache_config.num_gpu_blocks_override is not None:
         num_gpu_blocks_override = vllm_config.cache_config.num_gpu_blocks_override
+        if not suppress_log:
             logger.info(
                 "Overriding num_gpu_blocks=%d with num_gpu_blocks_override=%d",
                 num_blocks,
@@ -837,7 +840,11 @@ def may_override_num_blocks(vllm_config: VllmConfig, num_blocks: int) -> int:
 
 
 def get_num_blocks(
-    vllm_config: VllmConfig, num_layers: int, available_memory: int, page_size: int
+    vllm_config: VllmConfig,
+    num_layers: int,
+    available_memory: int,
+    page_size: int,
+    suppress_log: bool = False,
 ) -> int:
     """
     Get the number of kv cache blocks.
@@ -847,10 +854,14 @@ def get_num_blocks(
         num_layers: The number of layers
         available_memory: Memory available for KV cache in bytes.
         page_size: The page size of the KV cache.
+        suppress_log: Whether to suppress override log messages. Used when creating a
+            temporary/dummy KV cache config, e.g. during CG memory profiling
     """
     num_blocks = int(available_memory // page_size // num_layers)
     num_blocks = max(num_blocks, 0)
-    num_blocks = may_override_num_blocks(vllm_config, num_blocks)
+    num_blocks = may_override_num_blocks(
+        vllm_config, num_blocks, suppress_log=suppress_log
+    )
     return num_blocks
 
 
@@ -1082,6 +1093,7 @@ def get_kv_cache_config_from_groups(
     vllm_config: VllmConfig,
     kv_cache_groups: list[KVCacheGroupSpec],
     available_memory: int,
+    suppress_log: bool = False,
 ) -> KVCacheConfig:
     """
     Generate the KV cache configuration from the KV cache groups and spec
@@ -1113,7 +1125,9 @@ def get_kv_cache_config_from_groups(
         num_blocks = (
             available_memory // kv_cache_groups[0].kv_cache_spec.page_size_bytes
         )
-        num_blocks = may_override_num_blocks(vllm_config, num_blocks)
+        num_blocks = may_override_num_blocks(
+            vllm_config, num_blocks, suppress_log=suppress_log
+        )
         per_layer_specs = kv_cache_groups[0].kv_cache_spec.kv_cache_specs
         kv_cache_tensors = [
             KVCacheTensor(
@@ -1138,7 +1152,11 @@ def get_kv_cache_config_from_groups(
         )
         assert group_size > 0, "group_size must be greater than 0"
         num_blocks = get_num_blocks(
-            vllm_config, group_size, available_memory, page_size
+            vllm_config,
+            group_size,
+            available_memory,
+            page_size,
+            suppress_log=suppress_log,
         )
         kv_cache_tensors = []
         for i in range(group_size):

vllm/v1/worker/gpu_model_runner.py

@@ -5853,7 +5853,7 @@ class GPUModelRunner(
         saved_override = self.cache_config.num_gpu_blocks_override
         self.cache_config.num_gpu_blocks_override = min_blocks
         minimal_config = get_kv_cache_config_from_groups(
-            self.vllm_config, kv_cache_groups, available_memory=0
+            self.vllm_config, kv_cache_groups, available_memory=0, suppress_log=True
         )
         self.cache_config.num_gpu_blocks_override = saved_override