diff --git a/torch/_dynamo/convert_frame.py b/torch/_dynamo/convert_frame.py
index 3038b1a1938a..15a8d44d08a5 100644
--- a/torch/_dynamo/convert_frame.py
+++ b/torch/_dynamo/convert_frame.py
@@ -453,7 +453,10 @@ def _compile(
     output: Optional[OutputGraph] = None
     # This is shared across restarts
     mutated_closure_cell_contents: Set[str] = set()
+    fail_type: Optional[str] = None
     fail_reason: Optional[str] = None
+    fail_user_frame_filename: Optional[str] = None
+    fail_user_frame_lineno: Optional[int] = None
     speculation_log = SpeculationLog()
 
     @preserve_global_state
@@ -610,12 +613,20 @@ def _compile(
             UncapturedHigherOrderOpError,
             BisectValidationException,
         ) as e:
+            fail_type = str(type(e))
             fail_reason = str(e)
             exception_handler(e, code, frame, export=export)
+            if e.innermost_user_frame_summary is not None:  # type: ignore[union-attr]
+                fail_user_frame_filename = e.innermost_user_frame_summary.filename  # type: ignore[union-attr]
+                fail_user_frame_lineno = e.innermost_user_frame_summary.lineno  # type: ignore[union-attr]
             raise
         except Exception as e:
+            fail_type = str(type(e))
             fail_reason = str(e)
             exception_handler(e, code, frame, export=export)
+            if e.innermost_user_frame_summary is not None:  # type: ignore[attr-defined]
+                fail_user_frame_filename = e.innermost_user_frame_summary.filename  # type: ignore[attr-defined]
+                fail_user_frame_lineno = e.innermost_user_frame_summary.lineno  # type: ignore[attr-defined]
             raise InternalTorchDynamoError(str(e)).with_traceback(
                 e.__traceback__
             ) from None
@@ -670,7 +681,10 @@ def _compile(
                     graph_input_count,
                     entire_frame_compile_time,
                     backend_compile_time,
+                    fail_type,
                     fail_reason,
+                    fail_user_frame_filename,
+                    fail_user_frame_lineno,
                     non_compliant_ops,
                     compliant_custom_ops,
                 )
diff --git a/torch/_dynamo/exc.py b/torch/_dynamo/exc.py
index d8830b0a4cda..c47cce8fa04d 100644
--- a/torch/_dynamo/exc.py
+++ b/torch/_dynamo/exc.py
@@ -214,8 +214,11 @@ class KeyErrorMsg:
 def augment_exc_message(exc: Exception, msg: str = "\n", export: bool = False) -> None:
     import traceback
 
+    exc.innermost_user_frame_summary = None  # type: ignore[attr-defined]
+
     real_stack = get_real_stack(exc)
-    if real_stack is not None:
+    if real_stack is not None and len(real_stack) > 0:
+        exc.innermost_user_frame_summary = real_stack[-1]  # type: ignore[attr-defined]
         msg += f"\nfrom user code:\n {''.join(traceback.format_list(real_stack))}"
 
     if config.replay_record_enabled and hasattr(exc, "record_filename"):
diff --git a/torch/_dynamo/utils.py b/torch/_dynamo/utils.py
index 0721e4296e33..6836da142527 100644
--- a/torch/_dynamo/utils.py
+++ b/torch/_dynamo/utils.py
@@ -592,7 +592,10 @@ class CompilationMetrics:
     graph_input_count: Optional[int]
     entire_frame_compile_time_s: Optional[float]
     backend_compile_time_s: Optional[float]
+    fail_type: Optional[str]
     fail_reason: Optional[str]
+    fail_user_frame_filename: Optional[str]
+    fail_user_frame_lineno: Optional[int]
     non_compliant_ops: Set[str]
     compliant_custom_ops: Set[str]