diff --git a/aten/src/ATen/native/mps/operations/Inverse.mm b/aten/src/ATen/native/mps/operations/Inverse.mm
index 2975fd9875949..e78cf15ae90b9 100644
--- a/aten/src/ATen/native/mps/operations/Inverse.mm
+++ b/aten/src/ATen/native/mps/operations/Inverse.mm
@@ -24,6 +24,10 @@
     MPSStream* stream = getCurrentMPSStream();
     info.zero_();
 
+    if (A.numel() == 0) {
+        return;
+    }
+
     struct CachedGraph : public MPSCachedGraph
     {
         CachedGraph(MPSGraph *graph) : MPSCachedGraph(graph) {}
diff --git a/test/test_mps.py b/test/test_mps.py
index b31a9b6518906..c388c2b1ad6dc 100644
--- a/test/test_mps.py
+++ b/test/test_mps.py
@@ -9272,8 +9272,6 @@ class TestConsistency(TestCase):
         'nonzero': [torch.bool, torch.uint8, torch.float16],
         'median': [torch.float32, torch.int16, torch.int32, torch.uint8, torch.int16],
         'sgn': [torch.bool],
-        'linalg.inv': [torch.float32],
-        'linalg.inv_ex': [torch.float32],
         'linalg.matrix_power': [torch.float32],
         'nn.functional.interpolate': [torch.float32],
         'resize_': [torch.bool, torch.float16, torch.float32, torch.int16, torch.int32, torch.int64, torch.uint8],