diff --git a/llvm/docs/ReleaseNotes.rst b/llvm/docs/ReleaseNotes.rst
--- a/llvm/docs/ReleaseNotes.rst
+++ b/llvm/docs/ReleaseNotes.rst
@@ -93,6 +93,11 @@
 * ``Callbacks`` have been added to ``CommandLine Options``.  These can
   be used to validate of selectively enable other options.
 
+* The function attributes ``no-frame-pointer-elim`` and
+  ``no-frame-pointer-elim-non-leaf`` have been replaced by ``frame-pointer``,
+  which has 3 values: ``none``, ``non-leaf``, and ``all``. The values mean what
+  functions must retain frame pointers.
+
 Changes to the LLVM IR
 ----------------------
 
diff --git a/llvm/lib/CodeGen/TargetOptionsImpl.cpp b/llvm/lib/CodeGen/TargetOptionsImpl.cpp
--- a/llvm/lib/CodeGen/TargetOptionsImpl.cpp
+++ b/llvm/lib/CodeGen/TargetOptionsImpl.cpp
@@ -28,20 +28,6 @@
 
   const Function &F = MF.getFunction();
 
-  // TODO: Remove support for old `fp elim` function attributes after fully
-  //       migrate to use "frame-pointer"
-  if (!F.hasFnAttribute("frame-pointer")) {
-    // Check to see if we should eliminate all frame pointers.
-    if (F.getFnAttribute("no-frame-pointer-elim").getValueAsString() == "true")
-      return true;
-
-    // Check to see if we should eliminate non-leaf frame pointers.
-    if (F.hasFnAttribute("no-frame-pointer-elim-non-leaf"))
-      return MF.getFrameInfo().hasCalls();
-
-    return false;
-  }
-
   StringRef FP = F.getFnAttribute("frame-pointer").getValueAsString();
   if (FP == "all")
     return true;