Support NumPy 1.24

[kmaehashi]

Tasks

• Read Release Notes.
• Fix code and CI to support the new version. (Use NumPy 1.24 in CI and bump baseline API #7248)
  • FlexCI: Update .pfnci/schema.yaml and .pfnci/matirx.yaml.
  • Update Requirements: For NumPy/SciPy, bump the pinned minimum/maximum version in setup.py (see [info] NumPy/SciPy new version pinning recommendation #4773.)
• Backport the above PR. ([backport] Use NumPy 1.24 in CI and bump baseline API #7423)
• For NumPy update, reflect the changes in numpy.array_api to cupy.array_api. -> Split to Support new features in NumPy 1.24 #7250
• Backport the above PR. -> Split to Support new features in NumPy 1.24 #7250
• Fix documentation.
  • Update Requirements section in the Installation Guide (note: the baseline version must be updated only in the development branch).
  • Update docs/requirements.txt to use the latest versions.
• Backport the above PR.
• Apply fixes needed to follow the specification changes. -> Split to Support new features in NumPy 1.24 #7250

[kmaehashi]

The following tests need to be updated.

https://ci.preferred.jp/cupy.linux.cuda-head/118940/ (full log):

FAILED cupy_tests/binary_tests/test_elementwise.py::TestElementwise::test_bitwise_and
FAILED cupy_tests/binary_tests/test_elementwise.py::TestElementwise::test_bitwise_or
FAILED cupy_tests/binary_tests/test_elementwise.py::TestElementwise::test_bitwise_xor
FAILED cupy_tests/binary_tests/test_elementwise.py::TestElementwise::test_invert
FAILED cupy_tests/binary_tests/test_elementwise.py::TestElementwise::test_left_shift
FAILED cupy_tests/binary_tests/test_elementwise.py::TestElementwise::test_right_shift
FAILED cupy_tests/core_tests/test_core.py::TestMinScalarType::test_numpy_scalar
FAILED cupy_tests/core_tests/test_core.py::TestMinScalarType::test_cupy_scalar
FAILED cupy_tests/core_tests/test_core.py::TestMinScalarType::test_numpy_ndarray
FAILED cupy_tests/core_tests/test_core.py::TestMinScalarType::test_cupy_ndarray

-> #7245

FAILED cupy_tests/core_tests/test_ndarray_adv_indexing.py::TestArrayAdvancedIndexingGetitemParametrizedIndexError::test_adv_getitem[_param_0_{indexes=[[1, 1], 1], shape=(2, 3, 4)}]
FAILED cupy_tests/core_tests/test_ndarray_adv_indexing.py::TestArrayAdvancedIndexingGetitemParametrizedIndexError::test_adv_getitem[_param_1_{indexes=[[1], slice(1, 2, None)], shape=(2, 3, 4)}]
FAILED cupy_tests/core_tests/test_ndarray_adv_indexing.py::TestArrayAdvancedIndexingGetitemParametrizedIndexError::test_adv_getitem[_param_2_{indexes=[[[1]], slice(1, 2, None)], shape=(2, 3, 4)}]
FAILED cupy_tests/core_tests/test_ndarray_adv_indexing.py::TestArrayInvalidValueAdvGetitem::test_invalid_adv_getitem[_param_0_{indexes=[1, [1, [1]]], shape=(2, 3, 4)}]
FAILED cupy_tests/core_tests/test_ndarray_adv_indexing.py::TestArrayAdvancedIndexingSetitemScalarValueIndexError2::test_adv_setitem[_param_0_{indexes=[[1, 0], 2], shape=(2, 3, 4), value=1}]
FAILED cupy_tests/core_tests/test_ndarray_adv_indexing.py::TestArrayAdvancedIndexingSetitemScalarValueIndexError2::test_adv_setitem[_param_1_{indexes=[[1], slice(1, 2, None)], shape=(2, 3, 4), value=1}]
FAILED cupy_tests/core_tests/test_ndarray_adv_indexing.py::TestArrayAdvancedIndexingSetitemScalarValueIndexError2::test_adv_setitem[_param_2_{indexes=[[[1]], slice(1, 2, None)], shape=(2, 3, 4), value=1}]

-> #7286

FAILED cupy_tests/core_tests/test_ndarray_complex_ops.py::TestAngle::test_angle

-> Might be a NumPy issue: np.arctan2(1, np.array([1], dtype=np.float16)) returns float32 in NumPy 1.24 (float16 in NumPy 1.23). Maybe related to numpy/numpy#22240 ?

FAILED cupy_tests/core_tests/test_ndarray_copy_and_view.py::TestArrayFill::test_fill_with_numpy_scalar_ndarray
FAILED cupy_tests/core_tests/test_ndarray_copy_and_view.py::TestArrayFill::test_fill_with_cupy_scalar_ndarray

-> Needs fix in CuPy. From the Release Notes: array.fill(scalar) may behave slightly different (numpy/numpy#20924)

FAILED cupy_tests/core_tests/test_ndarray_math.py::TestRoundHalfway_param_0_{decimals=-3}::test_round_halfway_int
FAILED cupy_tests/core_tests/test_ndarray_math.py::TestRoundHalfway_param_0_{decimals=-3}::test_round_halfway_uint

-> out-of-bound Python integers

FAILED cupy_tests/core_tests/test_ndarray_ufunc.py::TestArrayUfunc::test_unary_op
FAILED cupy_tests/core_tests/test_ndarray_ufunc.py::TestArrayUfunc::test_unary_op_out
FAILED cupy_tests/core_tests/test_ndarray_ufunc.py::TestUfunc::test_types[sin]

-> types of np.sin seems to have changed

FAILED cupy_tests/core_tests/test_ndarray_unary_op.py::TestArrayUnaryOp::test_abs_zerodim
FAILED cupy_tests/core_tests/test_ndarray_unary_op.py::TestArrayUnaryOp::test_abs_zerodim_full
FAILED cupy_tests/core_tests/test_ndarray_unary_op.py::TestArrayUnaryOp::test_neg_zerodim
FAILED cupy_tests/core_tests/test_ndarray_unary_op.py::TestArrayUnaryOp::test_pos_zerodim
FAILED cupy_tests/core_tests/test_ndarray_unary_op.py::TestArrayIntUnaryOp::test_invert_zerodim
FAILED cupy_tests/creation_tests/test_ranges.py::TestRanges::test_arange4 - A...
FAILED cupy_tests/creation_tests/test_ranges.py::TestRanges::test_arange8 - A...
FAILED cupy_tests/creation_tests/test_ranges.py::TestRanges::test_arange9 - T...
FAILED cupy_tests/functional_tests/test_piecewise.py::TestPiecewise::test_piecewise
FAILED cupy_tests/functional_tests/test_piecewise.py::TestPiecewise::test_piecewise_ndarray_condlist_funclist
FAILED cupy_tests/functional_tests/test_piecewise.py::TestPiecewise::test_piecewise_ndim_input
FAILED cupy_tests/functional_tests/test_piecewise.py::TestPiecewise::test_piecewise_otherwise_condition2
FAILED cupy_tests/functional_tests/test_piecewise.py::TestPiecewise::test_piecewise_scalar_condition
FAILED cupy_tests/functional_tests/test_piecewise.py::TestPiecewise::test_piecewise_scalar_input
FAILED cupy_tests/functional_tests/test_piecewise.py::TestPiecewise::test_piecewise_zero_dim_condlist
FAILED cupy_tests/functional_tests/test_piecewise.py::TestPiecewise::test_piecewise_zero_dim_input
FAILED cupy_tests/functional_tests/test_vectorize.py::TestVectorizeOps::test_vectorize_bit_invert
FAILED cupy_tests/functional_tests/test_vectorize.py::TestVectorizeOps::test_vectorize_lshift
FAILED cupy_tests/functional_tests/test_vectorize.py::TestVectorizeOps::test_vectorize_pow
FAILED cupy_tests/functional_tests/test_vectorize.py::TestVectorizeOps::test_vectorize_sub
FAILED cupy_tests/functional_tests/test_vectorize.py::TestVectorizeOps::test_vectorize_usub
FAILED cupy_tests/functional_tests/test_vectorize.py::TestVectorize::test_vectorize_arithmetic_ops

-> out-of-bound Python integers

FAILED cupy_tests/indexing_tests/test_generate.py::TestIndices::test_indices_list3

-> TypeError: arange() is only supported for booleans when the result has at most length 2.

FAILED cupy_tests/indexing_tests/test_indexing.py::TestChoose::test_choose_broadcast

-> out-of-bound Python integers

---

The followings are still under investigation.

FAILED cupy_tests/indexing_tests/test_indexing.py::TestChoose::test_choose_broadcast
FAILED cupy_tests/logic_tests/test_comparison.py::TestAllclose::test_allclose_finite
FAILED cupy_tests/logic_tests/test_comparison.py::TestAllclose::test_allclose_min_int
FAILED cupy_tests/logic_tests/test_comparison.py::TestIsclose::test_is_close_finite
FAILED cupy_tests/logic_tests/test_comparison.py::TestIsclose::test_is_close_min_int
FAILED cupy_tests/manipulation_tests/test_add_remove.py::TestTrim_zeros_param_0_{trim='fb'}::test_trim_non_zeros
FAILED cupy_tests/manipulation_tests/test_add_remove.py::TestTrim_zeros_param_1_{trim='f'}::test_trim_non_zeros
FAILED cupy_tests/manipulation_tests/test_add_remove.py::TestTrim_zeros_param_2_{trim='b'}::test_trim_non_zeros
FAILED cupy_tests/math_tests/test_arithmetic.py::TestArithmeticUnary::test_unary[_param_90_{arg1=array([[1., 2., 3.],\n       [4., 5., 6.]], dtype=float16), deg=True, name='angle'}]
FAILED cupy_tests/math_tests/test_arithmetic.py::TestArithmeticUnary::test_unary[_param_91_{arg1=array([[1., 2., 3.],\n       [4., 5., 6.]], dtype=float16), deg=False, name='angle'}]
FAILED cupy_tests/math_tests/test_arithmetic.py::TestArithmeticUnary::test_unary[_param_96_{arg1=array([[1, 2, 3],\n       [4, 5, 6]], dtype=int8), deg=True, name='angle'}]
FAILED cupy_tests/math_tests/test_arithmetic.py::TestArithmeticUnary::test_unary[_param_97_{arg1=array([[1, 2, 3],\n       [4, 5, 6]], dtype=int8), deg=False, name='angle'}]
FAILED cupy_tests/math_tests/test_arithmetic.py::TestArithmeticUnary::test_unary[_param_104_{arg1=array([[1, 2, 3],\n       [4, 5, 6]], dtype=uint8), deg=True, name='angle'}]
FAILED cupy_tests/math_tests/test_arithmetic.py::TestArithmeticUnary::test_unary[_param_105_{arg1=array([[1, 2, 3],\n       [4, 5, 6]], dtype=uint8), deg=False, name='angle'}]
FAILED cupy_tests/math_tests/test_misc.py::TestMisc::test_interp - AssertionE...
FAILED cupy_tests/math_tests/test_misc.py::TestMisc::test_interp_period - Ass...
FAILED cupy_tests/math_tests/test_misc.py::TestMisc::test_interp_left_right
FAILED cupy_tests/math_tests/test_sumprod.py::TestEdiff1d::test_ediff1d_ed1
FAILED cupy_tests/math_tests/test_trigonometric.py::TestTrigonometric::test_arctan2
FAILED cupy_tests/math_tests/test_trigonometric.py::TestTrigonometric::test_cos
FAILED cupy_tests/math_tests/test_trigonometric.py::TestTrigonometric::test_sin
FAILED cupy_tests/polynomial_tests/test_polyutils.py::TestAsSeries_param_0_{trim=True}::test_as_series_list
FAILED cupy_tests/polynomial_tests/test_polyutils.py::TestAsSeries_param_1_{trim=False}::test_as_series_list
FAILED cupy_tests/sorting_tests/test_search.py::TestNanArgMin::test_nanargmin_nan4
FAILED cupy_tests/sorting_tests/test_search.py::TestNanArgMin::test_nanargmin_nan5
FAILED cupy_tests/sorting_tests/test_search.py::TestNanArgMax::test_nanargmax_nan4
FAILED cupy_tests/sorting_tests/test_search.py::TestNanArgMax::test_nanargmax_nan5
FAILED cupy_tests/testing_tests/test_loops.py::TestIgnoreOfNegativeValueDifferenceOnCpuAndGpu::test_correct_success
FAILED cupyx_tests/scipy_tests/interpolate_tests/test_bspline.py::TestBSpline::test_design_matrix_same_as_BSpline_call[_param_1_{c=[-1, 2, 0, -1], extrapolate=False}]
FAILED cupyx_tests/scipy_tests/interpolate_tests/test_bspline.py::TestBSpline::test_design_matrix_same_as_BSpline_call[_param_4_{c=[[-1, 2, 0, -1], [-1, 2, 0, -1], [-1, 2, 0, -1], [-1, 2, 0, -1], [-1, 2, 0, -1]], extrapolate=False}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_60_{boundary='fill', fillvalue=-1, mode='full', size1=(5, 10), size2=(3, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_61_{boundary='fill', fillvalue=-1, mode='full', size1=(5, 10), size2=(3, 3)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_62_{boundary='fill', fillvalue=-1, mode='full', size1=(5, 10), size2=(2, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_63_{boundary='fill', fillvalue=-1, mode='full', size1=(5, 10), size2=(10, 10)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_64_{boundary='fill', fillvalue=-1, mode='full', size1=(5, 10), size2=(11, 11)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_65_{boundary='fill', fillvalue=-1, mode='full', size1=(10, 7), size2=(3, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_66_{boundary='fill', fillvalue=-1, mode='full', size1=(10, 7), size2=(3, 3)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_67_{boundary='fill', fillvalue=-1, mode='full', size1=(10, 7), size2=(2, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_68_{boundary='fill', fillvalue=-1, mode='full', size1=(10, 7), size2=(10, 10)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_69_{boundary='fill', fillvalue=-1, mode='full', size1=(10, 7), size2=(11, 11)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_70_{boundary='fill', fillvalue=-1, mode='same', size1=(5, 10), size2=(3, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_71_{boundary='fill', fillvalue=-1, mode='same', size1=(5, 10), size2=(3, 3)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_72_{boundary='fill', fillvalue=-1, mode='same', size1=(5, 10), size2=(2, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_73_{boundary='fill', fillvalue=-1, mode='same', size1=(5, 10), size2=(10, 10)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_74_{boundary='fill', fillvalue=-1, mode='same', size1=(5, 10), size2=(11, 11)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_75_{boundary='fill', fillvalue=-1, mode='same', size1=(10, 7), size2=(3, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_76_{boundary='fill', fillvalue=-1, mode='same', size1=(10, 7), size2=(3, 3)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_77_{boundary='fill', fillvalue=-1, mode='same', size1=(10, 7), size2=(2, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_78_{boundary='fill', fillvalue=-1, mode='same', size1=(10, 7), size2=(10, 10)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_79_{boundary='fill', fillvalue=-1, mode='same', size1=(10, 7), size2=(11, 11)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_80_{boundary='fill', fillvalue=-1, mode='valid', size1=(5, 10), size2=(3, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_81_{boundary='fill', fillvalue=-1, mode='valid', size1=(5, 10), size2=(3, 3)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_82_{boundary='fill', fillvalue=-1, mode='valid', size1=(5, 10), size2=(2, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_83_{boundary='fill', fillvalue=-1, mode='valid', size1=(5, 10), size2=(10, 10)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_84_{boundary='fill', fillvalue=-1, mode='valid', size1=(5, 10), size2=(11, 11)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_85_{boundary='fill', fillvalue=-1, mode='valid', size1=(10, 7), size2=(3, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_86_{boundary='fill', fillvalue=-1, mode='valid', size1=(10, 7), size2=(3, 3)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_87_{boundary='fill', fillvalue=-1, mode='valid', size1=(10, 7), size2=(2, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_88_{boundary='fill', fillvalue=-1, mode='valid', size1=(10, 7), size2=(10, 10)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_convolve2d[_param_89_{boundary='fill', fillvalue=-1, mode='valid', size1=(10, 7), size2=(11, 11)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_60_{boundary='fill', fillvalue=-1, mode='full', size1=(5, 10), size2=(3, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_61_{boundary='fill', fillvalue=-1, mode='full', size1=(5, 10), size2=(3, 3)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_62_{boundary='fill', fillvalue=-1, mode='full', size1=(5, 10), size2=(2, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_63_{boundary='fill', fillvalue=-1, mode='full', size1=(5, 10), size2=(10, 10)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_64_{boundary='fill', fillvalue=-1, mode='full', size1=(5, 10), size2=(11, 11)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_65_{boundary='fill', fillvalue=-1, mode='full', size1=(10, 7), size2=(3, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_66_{boundary='fill', fillvalue=-1, mode='full', size1=(10, 7), size2=(3, 3)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_67_{boundary='fill', fillvalue=-1, mode='full', size1=(10, 7), size2=(2, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_68_{boundary='fill', fillvalue=-1, mode='full', size1=(10, 7), size2=(10, 10)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_69_{boundary='fill', fillvalue=-1, mode='full', size1=(10, 7), size2=(11, 11)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_70_{boundary='fill', fillvalue=-1, mode='same', size1=(5, 10), size2=(3, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_71_{boundary='fill', fillvalue=-1, mode='same', size1=(5, 10), size2=(3, 3)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_72_{boundary='fill', fillvalue=-1, mode='same', size1=(5, 10), size2=(2, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_73_{boundary='fill', fillvalue=-1, mode='same', size1=(5, 10), size2=(10, 10)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_74_{boundary='fill', fillvalue=-1, mode='same', size1=(5, 10), size2=(11, 11)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_75_{boundary='fill', fillvalue=-1, mode='same', size1=(10, 7), size2=(3, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_76_{boundary='fill', fillvalue=-1, mode='same', size1=(10, 7), size2=(3, 3)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_77_{boundary='fill', fillvalue=-1, mode='same', size1=(10, 7), size2=(2, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_78_{boundary='fill', fillvalue=-1, mode='same', size1=(10, 7), size2=(10, 10)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_79_{boundary='fill', fillvalue=-1, mode='same', size1=(10, 7), size2=(11, 11)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_80_{boundary='fill', fillvalue=-1, mode='valid', size1=(5, 10), size2=(3, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_81_{boundary='fill', fillvalue=-1, mode='valid', size1=(5, 10), size2=(3, 3)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_82_{boundary='fill', fillvalue=-1, mode='valid', size1=(5, 10), size2=(2, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_83_{boundary='fill', fillvalue=-1, mode='valid', size1=(5, 10), size2=(10, 10)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_84_{boundary='fill', fillvalue=-1, mode='valid', size1=(5, 10), size2=(11, 11)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_85_{boundary='fill', fillvalue=-1, mode='valid', size1=(10, 7), size2=(3, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_86_{boundary='fill', fillvalue=-1, mode='valid', size1=(10, 7), size2=(3, 3)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_87_{boundary='fill', fillvalue=-1, mode='valid', size1=(10, 7), size2=(2, 2)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_88_{boundary='fill', fillvalue=-1, mode='valid', size1=(10, 7), size2=(10, 10)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolveCorrelate2D::test_correlate2d[_param_89_{boundary='fill', fillvalue=-1, mode='valid', size1=(10, 7), size2=(11, 11)}]
FAILED cupyx_tests/scipy_tests/signal_tests/test_signaltools.py::TestConvolve2DEdgeCase::test_convolve2d_1
FAILED cupyx_tests/scipy_tests/sparse_tests/test_linalg.py::TestMatrixNorm::test_matrix_norm[_param_6_{axis=None, dtype=float32, ord=2}]
FAILED cupyx_tests/scipy_tests/sparse_tests/test_linalg.py::TestMatrixNorm::test_matrix_norm[_param_16_{axis=None, dtype=float64, ord=2}]
FAILED cupyx_tests/scipy_tests/sparse_tests/test_linalg.py::TestMatrixNorm::test_matrix_norm[_param_26_{axis=None, dtype=complex64, ord=2}]
FAILED cupyx_tests/scipy_tests/sparse_tests/test_linalg.py::TestMatrixNorm::test_matrix_norm[_param_36_{axis=None, dtype=complex128, ord=2}]
FAILED cupyx_tests/scipy_tests/sparse_tests/test_linalg.py::TestMatrixNorm::test_matrix_norm[_param_46_{axis=(0, 1), dtype=float32, ord=2}]
FAILED cupyx_tests/scipy_tests/sparse_tests/test_linalg.py::TestMatrixNorm::test_matrix_norm[_param_56_{axis=(0, 1), dtype=float64, ord=2}]
FAILED cupyx_tests/scipy_tests/sparse_tests/test_linalg.py::TestMatrixNorm::test_matrix_norm[_param_66_{axis=(0, 1), dtype=complex64, ord=2}]
FAILED cupyx_tests/scipy_tests/sparse_tests/test_linalg.py::TestMatrixNorm::test_matrix_norm[_param_76_{axis=(0, 1), dtype=complex128, ord=2}]
FAILED cupyx_tests/scipy_tests/sparse_tests/test_linalg.py::TestMatrixNorm::test_matrix_norm[_param_86_{axis=(1, -2), dtype=float32, ord=2}]
FAILED cupyx_tests/scipy_tests/sparse_tests/test_linalg.py::TestMatrixNorm::test_matrix_norm[_param_96_{axis=(1, -2), dtype=float64, ord=2}]
FAILED cupyx_tests/scipy_tests/sparse_tests/test_linalg.py::TestMatrixNorm::test_matrix_norm[_param_106_{axis=(1, -2), dtype=complex64, ord=2}]
FAILED cupyx_tests/scipy_tests/sparse_tests/test_linalg.py::TestMatrixNorm::test_matrix_norm[_param_116_{axis=(1, -2), dtype=complex128, ord=2}]
FAILED cupyx_tests/scipy_tests/sparse_tests/test_linalg.py::TestLOBPCG::test_verbosity
FAILED cupyx_tests/scipy_tests/special_tests/test_log_softmax.py::TestLogSoftmax::test_log_softmax_ndarray_2
FAILED cupyx_tests/scipy_tests/special_tests/test_logsumexp.py::TestLogsumexp::test_large_numbers
FAILED cupyx_tests/scipy_tests/special_tests/test_logsumexp.py::TestLogsumexp::test_sign_argument
FAILED cupyx_tests/scipy_tests/special_tests/test_logsumexp.py::TestLogsumexp::test_sign_zero

[kmaehashi]

@seberg It seems that part of test failures are due to that types of several ufunc's being changed between NumPy 1.23 (-) and 1.24 (+):

-arctan2 : ['ee->e', 'ff->f', 'dd->d', 'gg->g', 'OO->O']
+arctan2 : ['ff->f', 'dd->d', 'ee->e', 'ff->f', 'dd->d', 'gg->g', 'OO->O']

-cos : ['e->e', 'f->f', 'd->d', 'f->f', 'd->d', 'g->g', 'F->F', 'D->D', 'G->G', 'O->O']
+cos : ['f->f', 'e->e', 'd->d', 'f->f', 'd->d', 'g->g', 'F->F', 'D->D', 'G->G', 'O->O']

-sin : ['e->e', 'f->f', 'd->d', 'f->f', 'd->d', 'g->g', 'F->F', 'D->D', 'G->G', 'O->O']
+sin : ['f->f', 'e->e', 'd->d', 'f->f', 'd->d', 'g->g', 'F->F', 'D->D', 'G->G', 'O->O']

For example, np.arctan2(1, np.array([1], dtype=np.float16)) returns float32 in NumPy 1.24 (but was float16 in NumPy 1.23 or earlier, which is an expected result).

I'm happy to file an issue in NumPy, but would like to check with you first whether this is considered a bug 😃

[seberg]

Thanks. We had numpy/numpy#22376 with numba noticing some of these. But I didn't see that the fix forgot about the transcendentals, and we had missed arctan2 anyway.

To some degree, numpy doesn't actually use the order but for arctan2 it seems to be used and this is indeed a bug!

I will look into it we should try to make the 1.24.2 release. No need to open an issue, but happy if you do.

[leofang]

@kmaehashi Would it be possible to add a task to the NumPy TODO list (and assign it to me if you like) for updating cupy.array_api code?

I give up following closely with upstream changes since 1. there's no notification mechanism we can rely on, 2. lack of bandwidth. But at least we can catch up whenever NumPy makes a new (minor or patch) release 🙂

[kmaehashi]

Sounds good, added it to the task list (and the template).