Change autotuner logging

amirkl94 · amirkl94 · commit 31c11e00fa8f · 2025-10-28T10:23:26.000+02:00
Signed-off-by: Amir Klein &lt;203507526+amirkl94@users.noreply.github.com&gt;
diff --git a/flashinfer/autotuner.py b/flashinfer/autotuner.py
@@ -482,8 +482,12 @@ def choose_one(
                             )
                         except Exception as e:
                             shapes = self._get_input_sizes(tensors)
+                            logger.warning(
+                                f"[Autotuner]: Skipping tactic {r} {tac}, due to failure while profiling."
+                            )
 
-                            logger.error(
+                            # Log stacktrace as debug to not spam log
+                            logger.debug(
                                 f"[Autotuner]: Failed when profiling {r} {tac}, shapes={shapes}. Error occurred: {e}"
                             )
 

Original file line number	Diff line number	Diff line change
`@@ -482,8 +482,12 @@ def choose_one(`
`482`	`482`	`)`
`483`	`483`	`except Exception as e:`
`484`	`484`	`shapes = self._get_input_sizes(tensors)`
	`485`	`+ logger.warning(`
	`486`	`+ f"[Autotuner]: Skipping tactic {r} {tac}, due to failure while profiling."`
	`487`	`+ )`
`485`	`488`
`486`		`- logger.error(`
	`489`	`+ # Log stacktrace as debug to not spam log`
	`490`	`+ logger.debug(`
`487`	`491`	`f"[Autotuner]: Failed when profiling {r} {tac}, shapes={shapes}. Error occurred: {e}"`
`488`	`492`	`)`
`489`	`493`