Test mps ops with non-default memory layouts (#40)

Summary:
Pull Request resolved: #40

imported-using-ghimport

Test Plan:
Imported from OSS

Rollback Plan:

Reviewed By: digantdesai

Differential Revision: D80468310

Pulled By: manuelcandales

fbshipit-source-id: d38a4978f8348a28a28c1c2d969c096f9191154e

Author: manuelcandales

test/specdb/test_specdb_mps.py

@@ -66,6 +66,35 @@ def test_all_ops_mps_half(self):
         )
         self._run_all_ops(config=config, skip_ops=skip_ops)
 
+    def test_all_ops_mps_transposed(self):
+        skip_ops = self.SKIP_OPS.copy()
+        # argmax.default ['ArgType.Tensor torch.float32 (8, 8)', 'ArgType.DimOpt None', 'ArgType.Bool True']
+        # Exception occurred: view size is not compatible with input tensor's size and stride (at least one dimension spans across two contiguous subspaces). Use .reshape(...) instead.
+        skip_ops += ["argmax.default", "argmin.default"]
+
+        config = TensorConfig(
+            device="mps", disallow_dtypes=[torch.float64], transposed=True
+        )
+        self._run_all_ops(config=config, skip_ops=skip_ops)
+
+    def test_all_ops_mps_permuted(self):
+        skip_ops = self.SKIP_OPS.copy()
+        skip_ops += ["argmax.default", "argmin.default"]
+
+        config = TensorConfig(
+            device="mps", disallow_dtypes=[torch.float64], permuted=True
+        )
+        self._run_all_ops(config=config, skip_ops=skip_ops)
+
+    def test_all_ops_mps_strided(self):
+        skip_ops = self.SKIP_OPS.copy()
+        skip_ops += ["argmax.default", "argmin.default"]
+
+        config = TensorConfig(
+            device="mps", disallow_dtypes=[torch.float64], strided=True
+        )
+        self._run_all_ops(config=config, skip_ops=skip_ops)
+
 
 if __name__ == "__main__":
     unittest.main()