Merge branch 'master' into blas-backend

Author: vtavana

dpnp/tests/test_fft.py

@@ -551,10 +551,7 @@ def test_basic(self, func, dtype, axes):
 
 
 class TestHfft:
-    # TODO: include boolean dtype when mkl_fft-gh-180 is merged
-    @pytest.mark.parametrize(
-        "dtype", get_all_dtypes(no_none=True, no_bool=True)
-    )
+    @pytest.mark.parametrize("dtype", get_all_dtypes(no_none=True))
     @pytest.mark.parametrize("n", [None, 5, 18])
     @pytest.mark.parametrize("norm", [None, "backward", "forward", "ortho"])
     def test_basic(self, dtype, n, norm):
@@ -563,10 +560,7 @@ def test_basic(self, dtype, n, norm):
 
         result = dpnp.fft.hfft(ia, n=n, norm=norm)
         expected = numpy.fft.hfft(a, n=n, norm=norm)
-        # TODO: change to the commented line when mkl_fft-2.0.0 is released
-        # and being used with Intel NumPy >= 2.0.0
-        flag = True
-        # flag = True if numpy_version() < "2.0.0" else False
+        flag = True if numpy_version() < "2.0.0" else False
         assert_dtype_allclose(
             result, expected, factor=24, check_only_type_kind=flag
         )
@@ -609,10 +603,7 @@ def test_basic(self, dtype, n, norm):
 
         result = dpnp.fft.irfft(ia, n=n, norm=norm)
         expected = numpy.fft.irfft(a, n=n, norm=norm)
-        # TODO: change to the commented line when mkl_fft-2.0.0 is released
-        # and being used with Intel NumPy >= 2.0.0
-        flag = True
-        # flag = True if numpy_version() < "2.0.0" else False
+        flag = True if numpy_version() < "2.0.0" else False
         assert_dtype_allclose(
             result, expected, factor=24, check_only_type_kind=flag
         )
@@ -779,8 +770,7 @@ def test_float16(self):
 
         expected = numpy.fft.rfft(a)
         result = dpnp.fft.rfft(ia)
-        # TODO: change to the commented line when mkl_fft-2.0.0 is released
-        # and being used with Intel NumPy >= 2.0.0
+        # TODO: change to the commented line when mkl_fft-gh-204 is resolved
         flag = True
         # flag = True if numpy_version() < "2.0.0" else False
         assert_dtype_allclose(result, expected, check_only_type_kind=flag)
@@ -800,11 +790,10 @@ def test_validate_out(self):
 
 
 class TestRfft2:
-    # TODO: add other axes when mkl_fft gh-119 is addressed
     @pytest.mark.parametrize(
         "dtype", get_all_dtypes(no_none=True, no_complex=True)
     )
-    @pytest.mark.parametrize("axes", [(0, 1)])  # (1, 2),(0, 2),(2, 1),(2, 0)
+    @pytest.mark.parametrize("axes", [(0, 1), (1, 2), (0, 2), (2, 1), (2, 0)])
     @pytest.mark.parametrize("norm", [None, "backward", "forward", "ortho"])
     @pytest.mark.parametrize("order", ["C", "F"])
     def test_basic(self, dtype, axes, norm, order):
@@ -859,12 +848,11 @@ def test_error(self, xp):
 
 
 class TestRfftn:
-    # TODO: add additional axes when mkl_fft gh-119 is addressed
     @pytest.mark.parametrize(
         "dtype", get_all_dtypes(no_none=True, no_complex=True)
     )
     @pytest.mark.parametrize(
-        "axes", [(0, 1, 2), (-2, -4, -1, -3)]  # (-1, -4, -2)
+        "axes", [(0, 1, 2), (-2, -4, -1, -3), (-1, -4, -2)]
     )
     @pytest.mark.parametrize("norm", [None, "backward", "forward", "ortho"])
     @pytest.mark.parametrize("order", ["C", "F"])
@@ -965,8 +953,5 @@ def test_1d_array(self):
 
         result = dpnp.fft.irfftn(ia)
         expected = numpy.fft.irfftn(a)
-        # TODO: change to the commented line when mkl_fft-2.0.0 is released
-        # and being used with Intel NumPy >= 2.0.0
-        flag = True
-        # flag = True if numpy_version() < "2.0.0" else False
+        flag = True if numpy_version() < "2.0.0" else False
         assert_dtype_allclose(result, expected, check_only_type_kind=flag)

dpnp/tests/third_party/cupy/fft_tests/test_fft.py

@@ -378,21 +378,21 @@ def test_fft_allocate(self):
                 {"shape": (3, 4), "s": (1, 5), "axes": (-2, -1)},
                 {"shape": (3, 4), "s": None, "axes": (-2, -1)},
                 {"shape": (3, 4), "s": None, "axes": (-1, -2)},
-                # {"shape": (3, 4), "s": None, "axes": (0,)}, # mkl_fft gh-109
+                {"shape": (3, 4), "s": None, "axes": (0,)},
                 {"shape": (3, 4), "s": None, "axes": None},
-                # {"shape": (3, 4), "s": None, "axes": ()}, # mkl_fft gh-108
+                {"shape": (3, 4), "s": None, "axes": ()},
                 {"shape": (2, 3, 4), "s": None, "axes": None},
                 {"shape": (2, 3, 4), "s": (1, 4, 10), "axes": (-2, -1)},
                 {"shape": (2, 3, 4), "s": None, "axes": (-3, -2, -1)},
                 {"shape": (2, 3, 4), "s": None, "axes": (-1, -2, -3)},
-                # {"shape": (2, 3, 4), "s": None, "axes": (0, 1)}, # mkl_fft gh-109
+                {"shape": (2, 3, 4), "s": None, "axes": (0, 1)},
                 {"shape": (2, 3, 4), "s": None, "axes": None},
-                # {"shape": (2, 3, 4), "s": None, "axes": ()}, # mkl_fft gh-108
-                # {"shape": (2, 3, 4), "s": (2, 3), "axes": (0, 1, 2)}, # mkl_fft gh-109
+                {"shape": (2, 3, 4), "s": None, "axes": ()},
+                {"shape": (2, 3, 4), "s": (2, 3), "axes": (0, 1, 2)},
                 {"shape": (2, 3, 4, 5), "s": None, "axes": None},
-                # {"shape": (0, 5), "s": None, "axes": None}, # mkl_fft gh-110
-                # {"shape": (2, 0, 5), "s": None, "axes": None}, # mkl_fft gh-110
-                # {"shape": (0, 0, 5), "s": None, "axes": None}, # mkl_fft gh-110
+                {"shape": (0, 5), "s": None, "axes": None},
+                {"shape": (2, 0, 5), "s": None, "axes": None},
+                {"shape": (0, 0, 5), "s": None, "axes": None},
                 {"shape": (3, 4), "s": (0, 5), "axes": (-2, -1)},
                 {"shape": (3, 4), "s": (1, 0), "axes": (-2, -1)},
             ],
@@ -468,23 +468,23 @@ def test_ifft2(self, xp, dtype, order, enable_nd):
                 {"shape": (3, 4), "s": None, "axes": (-2, -1)},
                 {"shape": (3, 4), "s": None, "axes": (-1, -2)},
                 {"shape": (3, 4), "s": None, "axes": [-1, -2]},
-                # {"shape": (3, 4), "s": None, "axes": (0,)}, # mkl_fft gh-109
-                # {"shape": (3, 4), "s": None, "axes": ()}, # mkl_fft gh-108
+                {"shape": (3, 4), "s": None, "axes": (0,)},
+                {"shape": (3, 4), "s": None, "axes": ()},
                 {"shape": (3, 4), "s": None, "axes": None},
                 {"shape": (2, 3, 4), "s": None, "axes": None},
                 {"shape": (2, 3, 4), "s": (1, 4, 10), "axes": (-3, -2, -1)},
                 {"shape": (2, 3, 4), "s": None, "axes": (-3, -2, -1)},
                 {"shape": (2, 3, 4), "s": None, "axes": (-1, -2, -3)},
-                # {"shape": (2, 3, 4), "s": None, "axes": (-1, -3)}, # mkl_fft gh-109
-                # {"shape": (2, 3, 4), "s": None, "axes": (0, 1)}, # mkl_fft gh-109
+                {"shape": (2, 3, 4), "s": None, "axes": (-1, -3)},
+                {"shape": (2, 3, 4), "s": None, "axes": (0, 1)},
                 {"shape": (2, 3, 4), "s": None, "axes": None},
-                # {"shape": (2, 3, 4), "s": None, "axes": ()}, # mkl_fft gh-108
-                # {"shape": (2, 3, 4), "s": (2, 3), "axes": (0, 1, 2)}, # mkl_fft gh-109
+                {"shape": (2, 3, 4), "s": None, "axes": ()},
+                {"shape": (2, 3, 4), "s": (2, 3), "axes": (0, 1, 2)},
                 {"shape": (2, 3, 4), "s": (4, 3, 2), "axes": (2, 0, 1)},
                 {"shape": (2, 3, 4, 5), "s": None, "axes": None},
-                # {"shape": (0, 5), "s": None, "axes": None}, # mkl_fft gh-110
-                # {"shape": (2, 0, 5), "s": None, "axes": None}, # mkl_fft gh-110
-                # {"shape": (0, 0, 5), "s": None, "axes": None}, # mkl_fft gh-110
+                {"shape": (0, 5), "s": None, "axes": None},
+                {"shape": (2, 0, 5), "s": None, "axes": None},
+                {"shape": (0, 0, 5), "s": None, "axes": None},
             ],
             testing.product({"norm": [None, "backward", "ortho", "forward"]}),
         )
@@ -912,8 +912,7 @@ def test_rfft(self, xp, dtype):
         atol=2e-6,
         accept_error=ValueError,
         contiguous_check=False,
-        # TODO: replace with has_support_aspect64() when mkl_fft-gh-180 is merged
-        type_check=False,
+        type_check=has_support_aspect64(),
     )
     def test_irfft(self, xp, dtype):
         a = testing.shaped_random(self.shape, xp, dtype)
@@ -1002,14 +1001,14 @@ def test_rfft_error_on_wrong_plan(self, dtype):
                 {"shape": (3, 4), "s": None, "axes": (-1, -2)},
                 {"shape": (3, 4), "s": None, "axes": (0,)},
                 {"shape": (3, 4), "s": None, "axes": None},
-                # {"shape": (2, 3, 4), "s": None, "axes": None}, # mkl_fft gh-116
-                # {"shape": (2, 3, 4), "s": (1, 4, 10), "axes": (-3, -2, -1)}, # mkl_fft gh-115
-                # {"shape": (2, 3, 4), "s": None, "axes": (-3, -2, -1)}, # mkl_fft gh-116
-                # {"shape": (2, 3, 4), "s": None, "axes": (-1, -2, -3)}, # mkl_fft gh-116
+                {"shape": (2, 3, 4), "s": None, "axes": None},
+                {"shape": (2, 3, 4), "s": (1, 4, 10), "axes": (-3, -2, -1)},
+                {"shape": (2, 3, 4), "s": None, "axes": (-3, -2, -1)},
+                {"shape": (2, 3, 4), "s": None, "axes": (-1, -2, -3)},
                 {"shape": (2, 3, 4), "s": None, "axes": (0, 1)},
                 {"shape": (2, 3, 4), "s": None, "axes": None},
                 {"shape": (2, 3, 4), "s": (2, 3), "axes": (0, 1, 2)},
-                # {"shape": (2, 3, 4, 5), "s": None, "axes": None}, # mkl_fft gh-109 and gh-116
+                {"shape": (2, 3, 4, 5), "s": None, "axes": None},
             ],
             testing.product(
                 {"norm": [None, "backward", "ortho", "forward", ""]}
@@ -1044,8 +1043,7 @@ def test_rfft2(self, xp, dtype, order, enable_nd):
         atol=1e-7,
         accept_error=ValueError,
         contiguous_check=False,
-        # TODO: replace with has_support_aspect64() when mkl_fft-gh-180 is merged
-        type_check=False,
+        type_check=has_support_aspect64(),
     )
     def test_irfft2(self, xp, dtype, order, enable_nd):
         # assert config.enable_nd_planning == enable_nd
@@ -1090,13 +1088,13 @@ def test_irfft2(self, dtype):
                 {"shape": (3, 4), "s": None, "axes": (0,)},
                 {"shape": (3, 4), "s": None, "axes": None},
                 {"shape": (2, 3, 4), "s": None, "axes": None},
-                # {"shape": (2, 3, 4), "s": (1, 4, 10), "axes": (-3, -2, -1)}, # mkl_fft gh-115
-                # {"shape": (2, 3, 4), "s": None, "axes": (-3, -2, -1)}, # mkl_fft gh-116
-                # {"shape": (2, 3, 4), "s": None, "axes": (-1, -2, -3)}, # mkl_fft gh-116
+                {"shape": (2, 3, 4), "s": (1, 4, 10), "axes": (-3, -2, -1)},
+                {"shape": (2, 3, 4), "s": None, "axes": (-3, -2, -1)},
+                {"shape": (2, 3, 4), "s": None, "axes": (-1, -2, -3)},
                 {"shape": (2, 3, 4), "s": None, "axes": (0, 1)},
                 {"shape": (2, 3, 4), "s": None, "axes": None},
                 {"shape": (2, 3, 4), "s": (2, 3), "axes": (0, 1, 2)},
-                # {"shape": (2, 3, 4, 5), "s": None, "axes": None}, # mkl_fft gh-109 and gh-116
+                {"shape": (2, 3, 4, 5), "s": None, "axes": None},
             ],
             testing.product(
                 {"norm": [None, "backward", "ortho", "forward", ""]}
@@ -1131,8 +1129,7 @@ def test_rfftn(self, xp, dtype, order, enable_nd):
         atol=1e-7,
         accept_error=ValueError,
         contiguous_check=False,
-        # TODO: replace with has_support_aspect64() when mkl_fft-gh-180 is merged
-        type_check=False,
+        type_check=has_support_aspect64(),
     )
     def test_irfftn(self, xp, dtype, order, enable_nd):
         # assert config.enable_nd_planning == enable_nd
@@ -1326,8 +1323,7 @@ class TestHfft:
         atol=2e-6,
         accept_error=ValueError,
         contiguous_check=False,
-        # TODO: replace with has_support_aspect64() when mkl_fft-gh-180 is merged
-        type_check=False,
+        type_check=has_support_aspect64(),
     )
     def test_hfft(self, xp, dtype):
         a = testing.shaped_random(self.shape, xp, dtype)