From 70bf9236553f155e100f5ab9f3ba1072796ab8a7 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Fri, 26 Jul 2024 08:54:18 +0000 Subject: [PATCH] Rework implementation of `dpnp.deg2rad` and `dpnp.radians` functions (#1943) * Add implementation of dpnp.radians() and dpnp.deg2rad() * Add more tests * Applied comments to fix typo in comment e33a82bd643266b8fad686e13c7b7bc32fbfe0f2 --- .buildinfo | 2 +- _modules/dpnp/dpnp_array.html | 6 +- _modules/dpnp/dpnp_flatiter.html | 6 +- _modules/dpnp/dpnp_iface.html | 6 +- _modules/dpnp/dpnp_iface_arraycreation.html | 6 +- _modules/dpnp/dpnp_iface_counting.html | 6 +- _modules/dpnp/dpnp_iface_histograms.html | 6 +- _modules/dpnp/dpnp_iface_indexing.html | 6 +- _modules/dpnp/dpnp_iface_libmath.html | 6 +- _modules/dpnp/dpnp_iface_linearalgebra.html | 6 +- _modules/dpnp/dpnp_iface_logic.html | 6 +- _modules/dpnp/dpnp_iface_manipulation.html | 6 +- _modules/dpnp/dpnp_iface_mathematical.html | 6 +- _modules/dpnp/dpnp_iface_nanfunctions.html | 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reference/ndarray.html | 6 +- reference/pad.html | 6 +- reference/polynomials.html | 6 +- reference/random.html | 6 +- reference/routines.html | 6 +- reference/sorting.html | 6 +- reference/special.html | 6 +- reference/statistics.html | 6 +- reference/ufunc.html | 15 +- search.html | 6 +- searchindex.js | 2 +- 577 files changed, 3097 insertions(+), 2451 deletions(-) create mode 100644 backend_doc/extensions_2ufunc_2elementwise__functions_2radians_8hpp_source.html create mode 100644 backend_doc/kernels_2elementwise__functions_2radians_8hpp_source.html create mode 100644 backend_doc/structdpnp_1_1kernels_1_1radians_1_1_radians_functor-members.html create mode 100644 backend_doc/structdpnp_1_1kernels_1_1radians_1_1_radians_functor.html diff --git a/.buildinfo b/.buildinfo index e1d362ee61f..ef03952bc77 100644 --- a/.buildinfo +++ b/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: 3c7054583993d96e556a58d4a7fd8531 +config: 780e84ee12a19a225d696d0ec2fcf66b tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/_modules/dpnp/dpnp_array.html b/_modules/dpnp/dpnp_array.html index fc95a062073..b88bf6d6930 100644 --- a/_modules/dpnp/dpnp_array.html +++ b/_modules/dpnp/dpnp_array.html @@ -12,7 +12,7 @@ - dpnp.dpnp_array — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.dpnp_array — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/dpnp_flatiter.html b/_modules/dpnp/dpnp_flatiter.html index 7ea3df6bbc5..4253b4d7d20 100644 --- a/_modules/dpnp/dpnp_flatiter.html +++ b/_modules/dpnp/dpnp_flatiter.html @@ -12,7 +12,7 @@ - dpnp.dpnp_flatiter — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.dpnp_flatiter — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/dpnp_iface.html b/_modules/dpnp/dpnp_iface.html index d4f0d11eb8e..99c8f32d0d1 100644 --- a/_modules/dpnp/dpnp_iface.html +++ b/_modules/dpnp/dpnp_iface.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.dpnp_iface — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/dpnp_iface_arraycreation.html b/_modules/dpnp/dpnp_iface_arraycreation.html index 165831abae7..4043f4a7e94 100644 --- a/_modules/dpnp/dpnp_iface_arraycreation.html +++ b/_modules/dpnp/dpnp_iface_arraycreation.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_arraycreation — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.dpnp_iface_arraycreation — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/dpnp_iface_counting.html b/_modules/dpnp/dpnp_iface_counting.html index c17f5d48f90..73e036655d3 100644 --- a/_modules/dpnp/dpnp_iface_counting.html +++ b/_modules/dpnp/dpnp_iface_counting.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_counting — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.dpnp_iface_counting — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/dpnp_iface_histograms.html b/_modules/dpnp/dpnp_iface_histograms.html index 10be282bee8..ad06b271167 100644 --- a/_modules/dpnp/dpnp_iface_histograms.html +++ b/_modules/dpnp/dpnp_iface_histograms.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_histograms — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.dpnp_iface_histograms — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/dpnp_iface_indexing.html b/_modules/dpnp/dpnp_iface_indexing.html index 8069ec29b02..9d5783b6d61 100644 --- a/_modules/dpnp/dpnp_iface_indexing.html +++ b/_modules/dpnp/dpnp_iface_indexing.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_indexing — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.dpnp_iface_indexing — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/dpnp_iface_libmath.html b/_modules/dpnp/dpnp_iface_libmath.html index 3fdf36fbafa..6b956ae24b9 100644 --- a/_modules/dpnp/dpnp_iface_libmath.html +++ b/_modules/dpnp/dpnp_iface_libmath.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_libmath — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.dpnp_iface_libmath — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/dpnp_iface_linearalgebra.html b/_modules/dpnp/dpnp_iface_linearalgebra.html index f3c5b06c319..74a29750621 100644 --- a/_modules/dpnp/dpnp_iface_linearalgebra.html +++ b/_modules/dpnp/dpnp_iface_linearalgebra.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_linearalgebra — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.dpnp_iface_linearalgebra — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/dpnp_iface_logic.html b/_modules/dpnp/dpnp_iface_logic.html index 7530e62c9ab..09625a01483 100644 --- a/_modules/dpnp/dpnp_iface_logic.html +++ b/_modules/dpnp/dpnp_iface_logic.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_logic — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.dpnp_iface_logic — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/dpnp_iface_manipulation.html b/_modules/dpnp/dpnp_iface_manipulation.html index 2d4434d0897..d0fa8c01921 100644 --- a/_modules/dpnp/dpnp_iface_manipulation.html +++ b/_modules/dpnp/dpnp_iface_manipulation.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_manipulation — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.dpnp_iface_manipulation — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/dpnp_iface_mathematical.html b/_modules/dpnp/dpnp_iface_mathematical.html index 159c6b95d7b..e2b6c791f98 100644 --- a/_modules/dpnp/dpnp_iface_mathematical.html +++ b/_modules/dpnp/dpnp_iface_mathematical.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_mathematical — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.dpnp_iface_mathematical — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/dpnp_iface_nanfunctions.html b/_modules/dpnp/dpnp_iface_nanfunctions.html index f8d8388dd9a..6cb7f93ddcb 100644 --- a/_modules/dpnp/dpnp_iface_nanfunctions.html +++ b/_modules/dpnp/dpnp_iface_nanfunctions.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_nanfunctions — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.dpnp_iface_nanfunctions — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/dpnp_iface_searching.html b/_modules/dpnp/dpnp_iface_searching.html index 285971bb141..45ec9854a2a 100644 --- a/_modules/dpnp/dpnp_iface_searching.html +++ b/_modules/dpnp/dpnp_iface_searching.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_searching — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.dpnp_iface_searching — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/dpnp_iface_sorting.html b/_modules/dpnp/dpnp_iface_sorting.html index 11de49077dd..919485af80f 100644 --- a/_modules/dpnp/dpnp_iface_sorting.html +++ b/_modules/dpnp/dpnp_iface_sorting.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_sorting — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.dpnp_iface_sorting — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/dpnp_iface_statistics.html b/_modules/dpnp/dpnp_iface_statistics.html index f4f0720fd94..7d33aa1c189 100644 --- a/_modules/dpnp/dpnp_iface_statistics.html +++ b/_modules/dpnp/dpnp_iface_statistics.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_statistics — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.dpnp_iface_statistics — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/dpnp_iface_trigonometric.html b/_modules/dpnp/dpnp_iface_trigonometric.html index 495ca735107..3af2606f35e 100644 --- a/_modules/dpnp/dpnp_iface_trigonometric.html +++ b/_modules/dpnp/dpnp_iface_trigonometric.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_trigonometric — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.dpnp_iface_trigonometric — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
@@ -139,11 +139,11 @@

Source code for dpnp.dpnp_iface_trigonometric

import numpy import dpnp +import dpnp.backend.extensions.ufunc._ufunc_impl as ufi import dpnp.backend.extensions.vm._vm_impl as vmi from .dpnp_algo import ( dpnp_degrees, - dpnp_radians, dpnp_unwrap, ) from .dpnp_algo.dpnp_elementwise_common import DPNPBinaryFunc, DPNPUnaryFunc @@ -859,27 +859,59 @@

Source code for dpnp.dpnp_iface_trigonometric

-[docs] -def deg2rad(x1): - """ - Convert angles from degrees to radians. +_DEG2RAD_DOCSTRING = """ +Convert angles from degrees to radians. - For full documentation refer to :obj:`numpy.deg2rad`. +For full documentation refer to :obj:`numpy.deg2rad`. - See Also - -------- - :obj:`dpnp.rad2deg` : Convert angles from radians to degrees. - :obj:`dpnp.unwrap` : Remove large jumps in angle by wrapping. +Parameters +---------- +x : {dpnp.ndarray, usm_ndarray} + Angles in degrees. +out : {None, dpnp.ndarray, usm_ndarray}, optional + Output array to populate. + Array must have the correct shape and the expected data type. + Default: ``None``. +order : {"C", "F", "A", "K"}, optional + Memory layout of the newly output array, if parameter `out` is ``None``. + Default: ``"K"``. - Notes - ----- - This function works exactly the same as :obj:`dpnp.radians`. +Returns +------- +out : dpnp.ndarray + The corresponding angle in radians. The data type of the returned array is + determined by the Type Promotion Rules. - """ +Limitations +----------- +Parameters `where` and `subok` are supported with their default values. +Keyword argument `kwargs` is currently unsupported. +Otherwise ``NotImplementedError`` exception will be raised. + +See Also +-------- +:obj:`dpnp.rad2deg` : Convert angles from radians to degrees. +:obj:`dpnp.unwrap` : Remove large jumps in angle by wrapping. +:obj:`dpnp.radians` : Equivalent function. + +Notes +----- +:obj:`dpnp.deg2rad(x)` is ``x * pi / 180``. - return radians(x1)
+Examples +-------- +>>> import dpnp as np +>>> x = np.array(180) +>>> np.deg2rad(x) +array(3.14159265) +""" +deg2rad = DPNPUnaryFunc( + "deg2rad", + ufi._radians_result_type, + ufi._radians, + _DEG2RAD_DOCSTRING, +)
@@ -1749,41 +1781,63 @@

Source code for dpnp.dpnp_iface_trigonometric

-[docs] -def radians(x1, **kwargs): - """ - Convert angles from degrees to radians. +_RADIANS_DOCSTRING = """ +Convert angles from degrees to radians. - For full documentation refer to :obj:`numpy.radians`. +For full documentation refer to :obj:`numpy.radians`. - Limitations - ----------- - Input array is supported as :obj:`dpnp.ndarray`. - Input array data types are limited by supported DPNP :ref:`Data types`. +Parameters +---------- +x : {dpnp.ndarray, usm_ndarray} + Input array in degrees. +out : {None, dpnp.ndarray, usm_ndarray}, optional + Output array to populate. + Array must have the correct shape and the expected data type. + Default: ``None``. +order : {"C", "F", "A", "K"}, optional + Memory layout of the newly output array, if parameter `out` is ``None``. + Default: ``"K"``. - .. seealso:: :obj:`dpnp.deg2rad` equivalent function. +Returns +------- +out : dpnp.ndarray + The corresponding radian values. The data type of the returned array is + determined by the Type Promotion Rules. - Examples - -------- - >>> import dpnp as np - >>> deg = np.arange(6.) * 30. - >>> out = np.radians(deg) - >>> [i for i in out] - [0.0, 0.52359878, 1.04719755, 1.57079633, 2.0943951, 2.61799388] +Limitations +----------- +Parameters `where` and `subok` are supported with their default values. +Keyword argument `kwargs` is currently unsupported. +Otherwise ``NotImplementedError`` exception will be raised. - """ +See Also +-------- +:obj:`dpnp.deg2rad` : Equivalent function. - x1_desc = dpnp.get_dpnp_descriptor( - x1, copy_when_strides=False, copy_when_nondefault_queue=False - ) - if kwargs: - pass - elif x1_desc: - return dpnp_radians(x1_desc).get_pyobj() +Examples +-------- +>>> import dpnp as np +>>> deg = np.arange(12.) * 30. - return call_origin(numpy.radians, x1, **kwargs)
+Convert a degree array to radians: +>>> np.radians(deg) +array([0. , 0.52359878, 1.04719755, 1.57079633, 2.0943951 , + 2.61799388, 3.14159265, 3.66519143, 4.1887902 , 4.71238898, + 5.23598776, 5.75958653]) + +>>> out = np.zeros_like(deg) +>>> ret = np.radians(deg, out) +>>> ret is out +True +""" + +radians = DPNPUnaryFunc( + "radians", + ufi._radians_result_type, + ufi._radians, + _RADIANS_DOCSTRING, +) _SIN_DOCSTRING = """ diff --git a/_modules/dpnp/dpnp_iface_types.html b/_modules/dpnp/dpnp_iface_types.html index 24d67ac0c8c..28afd2a9633 100644 --- a/_modules/dpnp/dpnp_iface_types.html +++ b/_modules/dpnp/dpnp_iface_types.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_types — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.dpnp_iface_types — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/fft/dpnp_iface_fft.html b/_modules/dpnp/fft/dpnp_iface_fft.html index e55ed4b78d0..8423bf87c42 100644 --- a/_modules/dpnp/fft/dpnp_iface_fft.html +++ b/_modules/dpnp/fft/dpnp_iface_fft.html @@ -12,7 +12,7 @@ - dpnp.fft.dpnp_iface_fft — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.fft.dpnp_iface_fft — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/linalg/dpnp_iface_linalg.html b/_modules/dpnp/linalg/dpnp_iface_linalg.html index 20af329c685..48dcc30a79f 100644 --- a/_modules/dpnp/linalg/dpnp_iface_linalg.html +++ b/_modules/dpnp/linalg/dpnp_iface_linalg.html @@ -12,7 +12,7 @@ - dpnp.linalg.dpnp_iface_linalg — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.linalg.dpnp_iface_linalg — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/random/dpnp_iface_random.html b/_modules/dpnp/random/dpnp_iface_random.html index a0d8ac0d437..182bc3ca9cc 100644 --- a/_modules/dpnp/random/dpnp_iface_random.html +++ b/_modules/dpnp/random/dpnp_iface_random.html @@ -12,7 +12,7 @@ - dpnp.random.dpnp_iface_random — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.random.dpnp_iface_random — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/dpnp/random/dpnp_random_state.html b/_modules/dpnp/random/dpnp_random_state.html index ded77acd7ce..43167baa509 100644 --- a/_modules/dpnp/random/dpnp_random_state.html +++ b/_modules/dpnp/random/dpnp_random_state.html @@ -12,7 +12,7 @@ - dpnp.random.dpnp_random_state — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.random.dpnp_random_state — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_modules/index.html b/_modules/index.html index 475ed1db0e4..96d4b98ee54 100644 --- a/_modules/index.html +++ b/_modules/index.html @@ -12,7 +12,7 @@ - Overview: module code — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + Overview: module code — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/_sources/reference/ufunc.rst.txt b/_sources/reference/ufunc.rst.txt index a5b64852bd4..bd1219117e0 100644 --- a/_sources/reference/ufunc.rst.txt +++ b/_sources/reference/ufunc.rst.txt @@ -54,6 +54,8 @@ Math operations Trigonometric functions ~~~~~~~~~~~~~~~~~~~~~~~ +All trigonometric functions use radians when an angle is called for. +The ratio of degrees to radians is :math:`180^{\circ}/\pi.` .. autosummary:: :toctree: generated/ @@ -73,6 +75,8 @@ Trigonometric functions dpnp.arcsinh dpnp.arccosh dpnp.arctanh + dpnp.degrees + dpnp.radians dpnp.deg2rad dpnp.rad2deg diff --git a/_static/documentation_options.js b/_static/documentation_options.js index dd680119772..08ff0f833c8 100644 --- a/_static/documentation_options.js +++ b/_static/documentation_options.js @@ -1,5 +1,5 @@ const DOCUMENTATION_OPTIONS = { - VERSION: '0.16.0dev0+85.g8acbe64f99', + VERSION: '0.16.0dev0+86.ge33a82bd64', LANGUAGE: 'en', COLLAPSE_INDEX: false, BUILDER: 'html', diff --git a/backend_doc/annotated.html b/backend_doc/annotated.html index d2f529e30c6..9afd4953602 100644 --- a/backend_doc/annotated.html +++ b/backend_doc/annotated.html @@ -188,6 +188,8 @@  CFminFunctor  ▼Nfmod  CFmodFunctor + ▼Nradians + CRadiansFunctor  Care_same  Cbackend_sycl  Cdpnp_less_comp"<" comparison with complex types support diff --git a/backend_doc/annotated_dup.js b/backend_doc/annotated_dup.js index 993589ed22f..52161e52138 100644 --- a/backend_doc/annotated_dup.js +++ b/backend_doc/annotated_dup.js @@ -106,6 +106,9 @@ var annotated_dup = ] ], [ "fmod", null, [ [ "FmodFunctor", "structdpnp_1_1kernels_1_1fmod_1_1_fmod_functor.html", null ] + ] ], + [ "radians", null, [ + [ "RadiansFunctor", "structdpnp_1_1kernels_1_1radians_1_1_radians_functor.html", null ] ] ] ] ] ] ], diff --git a/backend_doc/classes.html b/backend_doc/classes.html index e91b3a63e36..54ce7ce58ec 100644 --- a/backend_doc/classes.html +++ b/backend_doc/classes.html @@ -136,7 +136,7 @@
pop_tuple_type (dpnp::backend::ext::sycl_ext)
pop_tuple_type< std::tuple< T, Args... > > (dpnp::backend::ext::sycl_ext)
populate_table (dpnp::backend::ext::sycl_ext)
populate_table< C, FnT, std::tuple< Args... > > (dpnp::backend::ext::sycl_ext)
populate_table< C, FnT, std::tuple< std::tuple< Args... > > > (dpnp::backend::ext::sycl_ext)
PotrfBatchTypePairSupportFactory (dpnp::extensions::lapack::types)
PotrfTypePairSupportFactory (dpnp::extensions::lapack::types)
python_constants
R
-
resolve_type (dpnp::backend::ext::sycl_ext)
resolve_type< C, std::tuple< Args... > > (dpnp::backend::ext::sycl_ext)
+
RadiansFunctor (dpnp::kernels::radians)
resolve_type (dpnp::backend::ext::sycl_ext)
resolve_type< C, std::tuple< Args... > > (dpnp::backend::ext::sycl_ext)
S
ScaleType (dpnp::extensions::fft)
ScaleType< mkl_dft::precision::DOUBLE > (dpnp::extensions::fft)
ScaleType< mkl_dft::precision::SINGLE > (dpnp::extensions::fft)
sum_mean (dpnp::backend::ext::sycl_ext)
SyevdTypePairSupportFactory (dpnp::extensions::lapack::types)
diff --git a/backend_doc/dir_2dc4cca66e7325a4fed455b9bcd79a3e.html b/backend_doc/dir_2dc4cca66e7325a4fed455b9bcd79a3e.html index f5c3cb793f9..63425498c0d 100644 --- a/backend_doc/dir_2dc4cca66e7325a4fed455b9bcd79a3e.html +++ b/backend_doc/dir_2dc4cca66e7325a4fed455b9bcd79a3e.html @@ -113,6 +113,8 @@    fmod.hpp   + radians.hpp + 
diff --git a/backend_doc/dir_2dc4cca66e7325a4fed455b9bcd79a3e.js b/backend_doc/dir_2dc4cca66e7325a4fed455b9bcd79a3e.js index c7df7fefe94..a8e6988ad68 100644 --- a/backend_doc/dir_2dc4cca66e7325a4fed455b9bcd79a3e.js +++ b/backend_doc/dir_2dc4cca66e7325a4fed455b9bcd79a3e.js @@ -3,5 +3,6 @@ var dir_2dc4cca66e7325a4fed455b9bcd79a3e = [ "fabs.hpp", "kernels_2elementwise__functions_2fabs_8hpp_source.html", null ], [ "fmax.hpp", "kernels_2elementwise__functions_2fmax_8hpp_source.html", null ], [ "fmin.hpp", "kernels_2elementwise__functions_2fmin_8hpp_source.html", null ], - [ "fmod.hpp", "kernels_2elementwise__functions_2fmod_8hpp_source.html", null ] + [ "fmod.hpp", "kernels_2elementwise__functions_2fmod_8hpp_source.html", null ], + [ "radians.hpp", "kernels_2elementwise__functions_2radians_8hpp_source.html", null ] ]; \ No newline at end of file diff --git a/backend_doc/dir_4f4d020a650a668743abea55668e1676.html b/backend_doc/dir_4f4d020a650a668743abea55668e1676.html index 653a30b33f2..bed5cba95d1 100644 --- a/backend_doc/dir_4f4d020a650a668743abea55668e1676.html +++ b/backend_doc/dir_4f4d020a650a668743abea55668e1676.html @@ -117,6 +117,8 @@    populate.hpp   + radians.hpp + 
diff --git a/backend_doc/dir_4f4d020a650a668743abea55668e1676.js b/backend_doc/dir_4f4d020a650a668743abea55668e1676.js index 151ca174ed9..46655732526 100644 --- a/backend_doc/dir_4f4d020a650a668743abea55668e1676.js +++ b/backend_doc/dir_4f4d020a650a668743abea55668e1676.js @@ -5,5 +5,6 @@ var dir_4f4d020a650a668743abea55668e1676 = [ "fmax.hpp", "extensions_2ufunc_2elementwise__functions_2fmax_8hpp_source.html", null ], [ "fmin.hpp", "extensions_2ufunc_2elementwise__functions_2fmin_8hpp_source.html", null ], [ "fmod.hpp", "extensions_2ufunc_2elementwise__functions_2fmod_8hpp_source.html", null ], - [ "populate.hpp", "populate_8hpp_source.html", null ] + [ "populate.hpp", "populate_8hpp_source.html", null ], + [ "radians.hpp", "extensions_2ufunc_2elementwise__functions_2radians_8hpp_source.html", null ] ]; \ No newline at end of file diff --git a/backend_doc/dpnp__fptr_8hpp_source.html b/backend_doc/dpnp__fptr_8hpp_source.html index 0ff43a561a0..4d65eb32322 100644 --- a/backend_doc/dpnp__fptr_8hpp_source.html +++ b/backend_doc/dpnp__fptr_8hpp_source.html @@ -355,7 +355,7 @@
340
341#endif // BACKEND_FPTR_H
dpnp_less_comp
"<" comparison with complex types support.
Definition dpnp_fptr.hpp:240
-
DPNPFuncType
DPNPFuncType
Template types which are used in this interface.
Definition dpnp_iface_fptr.hpp:260
+
DPNPFuncType
DPNPFuncType
Template types which are used in this interface.
Definition dpnp_iface_fptr.hpp:257
DPNPFuncType::DPNP_FT_BOOL
@ DPNP_FT_BOOL
DPNPFuncType::DPNP_FT_INT
@ DPNP_FT_INT
DPNPFuncType::DPNP_FT_NONE
@ DPNP_FT_NONE
diff --git a/backend_doc/dpnp__gen__1arg__2type__tbl_8hpp_source.html b/backend_doc/dpnp__gen__1arg__2type__tbl_8hpp_source.html index 5ced2b1e7a6..445c7ac18a6 100644 --- a/backend_doc/dpnp__gen__1arg__2type__tbl_8hpp_source.html +++ b/backend_doc/dpnp__gen__1arg__2type__tbl_8hpp_source.html @@ -183,17 +183,13 @@
87
88MACRO_1ARG_2TYPES_OP(dpnp_copyto_c, input_elem, q.submit(kernel_func))
89MACRO_1ARG_2TYPES_OP(dpnp_degrees_c,
-
90 sycl::degrees(input_elem),
+
90 sycl::degrees(input_elem),
91 q.submit(kernel_func))
-
92MACRO_1ARG_2TYPES_OP(dpnp_radians_c,
-
93 sycl::radians(input_elem),
-
94 q.submit(kernel_func))
-
95MACRO_1ARG_2TYPES_OP(dpnp_sqrt_c,
-
96 sycl::sqrt(input_elem),
-
97 oneapi::mkl::vm::sqrt(q, input1_size, input1_data, result))
-
98
-
99#undef MACRO_1ARG_2TYPES_OP
-
dpnp_radians_c
DPCTLSyclEventRef dpnp_radians_c(DPCTLSyclQueueRef q_ref, void *result_out, const size_t result_size, const size_t result_ndim, const shape_elem_type *result_shape, const shape_elem_type *result_strides, const void *input1_in, const size_t input1_size, const size_t input1_ndim, const shape_elem_type *input1_shape, const shape_elem_type *input1_strides, const size_t *where, const DPCTLEventVectorRef dep_event_vec_ref)
Per element operation function dpnp_radians_c
+
92MACRO_1ARG_2TYPES_OP(dpnp_sqrt_c,
+
93 sycl::sqrt(input_elem),
+
94 oneapi::mkl::vm::sqrt(q, input1_size, input1_data, result))
+
95
+
96#undef MACRO_1ARG_2TYPES_OP
dpnp_sqrt_c
DPCTLSyclEventRef dpnp_sqrt_c(DPCTLSyclQueueRef q_ref, void *result_out, const size_t result_size, const size_t result_ndim, const shape_elem_type *result_shape, const shape_elem_type *result_strides, const void *input1_in, const size_t input1_size, const size_t input1_ndim, const shape_elem_type *input1_shape, const shape_elem_type *input1_strides, const size_t *where, const DPCTLEventVectorRef dep_event_vec_ref)
Per element operation function dpnp_sqrt_c
dpnp_degrees_c
DPCTLSyclEventRef dpnp_degrees_c(DPCTLSyclQueueRef q_ref, void *result_out, const size_t result_size, const size_t result_ndim, const shape_elem_type *result_shape, const shape_elem_type *result_strides, const void *input1_in, const size_t input1_size, const size_t input1_ndim, const shape_elem_type *input1_shape, const shape_elem_type *input1_strides, const size_t *where, const DPCTLEventVectorRef dep_event_vec_ref)
Per element operation function dpnp_degrees_c
dpnp_copyto_c
DPCTLSyclEventRef dpnp_copyto_c(DPCTLSyclQueueRef q_ref, void *result_out, const size_t result_size, const size_t result_ndim, const shape_elem_type *result_shape, const shape_elem_type *result_strides, const void *input1_in, const size_t input1_size, const size_t input1_ndim, const shape_elem_type *input1_shape, const shape_elem_type *input1_strides, const size_t *where, const DPCTLEventVectorRef dep_event_vec_ref)
Per element operation function dpnp_copyto_c
diff --git a/backend_doc/dpnp__iface__fptr_8hpp_source.html b/backend_doc/dpnp__iface__fptr_8hpp_source.html index fd8abac281c..d986b9ece86 100644 --- a/backend_doc/dpnp__iface__fptr_8hpp_source.html +++ b/backend_doc/dpnp__iface__fptr_8hpp_source.html @@ -189,150 +189,148 @@
115 DPNP_FN_PARTITION,
116 DPNP_FN_PARTITION_EXT,
118 DPNP_FN_PROD,
-
119 DPNP_FN_RADIANS,
-
120 DPNP_FN_RADIANS_EXT,
-
122 DPNP_FN_RNG_BETA,
-
123 DPNP_FN_RNG_BETA_EXT,
-
125 DPNP_FN_RNG_BINOMIAL,
-
126 DPNP_FN_RNG_BINOMIAL_EXT,
-
128 DPNP_FN_RNG_CHISQUARE,
-
129 DPNP_FN_RNG_CHISQUARE_EXT,
-
131 DPNP_FN_RNG_EXPONENTIAL,
-
132 DPNP_FN_RNG_EXPONENTIAL_EXT,
-
134 DPNP_FN_RNG_F,
-
135 DPNP_FN_RNG_F_EXT,
-
137 DPNP_FN_RNG_GAMMA,
-
138 DPNP_FN_RNG_GAMMA_EXT,
-
140 DPNP_FN_RNG_GAUSSIAN,
-
141 DPNP_FN_RNG_GAUSSIAN_EXT,
-
143 DPNP_FN_RNG_GEOMETRIC,
-
144 DPNP_FN_RNG_GEOMETRIC_EXT,
-
146 DPNP_FN_RNG_GUMBEL,
-
147 DPNP_FN_RNG_GUMBEL_EXT,
-
149 DPNP_FN_RNG_HYPERGEOMETRIC,
-
151 DPNP_FN_RNG_HYPERGEOMETRIC_EXT,
-
153 DPNP_FN_RNG_LAPLACE,
-
154 DPNP_FN_RNG_LAPLACE_EXT,
-
155 DPNP_FN_RNG_LOGISTIC,
-
156 DPNP_FN_RNG_LOGISTIC_EXT,
-
158 DPNP_FN_RNG_LOGNORMAL,
-
159 DPNP_FN_RNG_LOGNORMAL_EXT,
-
161 DPNP_FN_RNG_MULTINOMIAL,
-
162 DPNP_FN_RNG_MULTINOMIAL_EXT,
-
164 DPNP_FN_RNG_MULTIVARIATE_NORMAL,
-
167 DPNP_FN_RNG_MULTIVARIATE_NORMAL_EXT,
-
170 DPNP_FN_RNG_NEGATIVE_BINOMIAL,
-
172 DPNP_FN_RNG_NEGATIVE_BINOMIAL_EXT,
-
175 DPNP_FN_RNG_NONCENTRAL_CHISQUARE,
-
178 DPNP_FN_RNG_NONCENTRAL_CHISQUARE_EXT,
-
181 DPNP_FN_RNG_NORMAL,
-
182 DPNP_FN_RNG_NORMAL_EXT,
-
184 DPNP_FN_RNG_PARETO,
-
185 DPNP_FN_RNG_PARETO_EXT,
-
187 DPNP_FN_RNG_POISSON,
-
188 DPNP_FN_RNG_POISSON_EXT,
-
190 DPNP_FN_RNG_POWER,
-
191 DPNP_FN_RNG_POWER_EXT,
-
193 DPNP_FN_RNG_RAYLEIGH,
-
194 DPNP_FN_RNG_RAYLEIGH_EXT,
-
196 DPNP_FN_RNG_SRAND,
-
197 DPNP_FN_RNG_SRAND_EXT,
-
199 DPNP_FN_RNG_SHUFFLE,
-
200 DPNP_FN_RNG_SHUFFLE_EXT,
-
202 DPNP_FN_RNG_STANDARD_CAUCHY,
-
204 DPNP_FN_RNG_STANDARD_CAUCHY_EXT,
-
206 DPNP_FN_RNG_STANDARD_EXPONENTIAL,
-
209 DPNP_FN_RNG_STANDARD_EXPONENTIAL_EXT,
-
212 DPNP_FN_RNG_STANDARD_GAMMA,
-
214 DPNP_FN_RNG_STANDARD_GAMMA_EXT,
-
216 DPNP_FN_RNG_STANDARD_NORMAL,
-
218 DPNP_FN_RNG_STANDARD_T,
-
219 DPNP_FN_RNG_STANDARD_T_EXT,
-
221 DPNP_FN_RNG_TRIANGULAR,
-
222 DPNP_FN_RNG_TRIANGULAR_EXT,
-
224 DPNP_FN_RNG_UNIFORM,
-
225 DPNP_FN_RNG_UNIFORM_EXT,
-
227 DPNP_FN_RNG_VONMISES,
-
228 DPNP_FN_RNG_VONMISES_EXT,
-
230 DPNP_FN_RNG_WALD,
-
231 DPNP_FN_RNG_WALD_EXT,
-
233 DPNP_FN_RNG_WEIBULL,
-
234 DPNP_FN_RNG_WEIBULL_EXT,
-
236 DPNP_FN_RNG_ZIPF,
-
237 DPNP_FN_RNG_ZIPF_EXT,
-
239 DPNP_FN_SEARCHSORTED,
-
240 DPNP_FN_SORT,
-
241 DPNP_FN_SQRT,
-
242 DPNP_FN_SQRT_EXT,
-
244 DPNP_FN_STD,
-
245 DPNP_FN_SUM,
-
246 DPNP_FN_VAR,
-
247 DPNP_FN_ZEROS,
-
248 DPNP_FN_ZEROS_LIKE,
-
249 DPNP_FN_LAST,
-
250};
+
119 DPNP_FN_RNG_BETA,
+
120 DPNP_FN_RNG_BETA_EXT,
+
122 DPNP_FN_RNG_BINOMIAL,
+
123 DPNP_FN_RNG_BINOMIAL_EXT,
+
125 DPNP_FN_RNG_CHISQUARE,
+
126 DPNP_FN_RNG_CHISQUARE_EXT,
+
128 DPNP_FN_RNG_EXPONENTIAL,
+
129 DPNP_FN_RNG_EXPONENTIAL_EXT,
+
131 DPNP_FN_RNG_F,
+
132 DPNP_FN_RNG_F_EXT,
+
134 DPNP_FN_RNG_GAMMA,
+
135 DPNP_FN_RNG_GAMMA_EXT,
+
137 DPNP_FN_RNG_GAUSSIAN,
+
138 DPNP_FN_RNG_GAUSSIAN_EXT,
+
140 DPNP_FN_RNG_GEOMETRIC,
+
141 DPNP_FN_RNG_GEOMETRIC_EXT,
+
143 DPNP_FN_RNG_GUMBEL,
+
144 DPNP_FN_RNG_GUMBEL_EXT,
+
146 DPNP_FN_RNG_HYPERGEOMETRIC,
+
148 DPNP_FN_RNG_HYPERGEOMETRIC_EXT,
+
150 DPNP_FN_RNG_LAPLACE,
+
151 DPNP_FN_RNG_LAPLACE_EXT,
+
152 DPNP_FN_RNG_LOGISTIC,
+
153 DPNP_FN_RNG_LOGISTIC_EXT,
+
155 DPNP_FN_RNG_LOGNORMAL,
+
156 DPNP_FN_RNG_LOGNORMAL_EXT,
+
158 DPNP_FN_RNG_MULTINOMIAL,
+
159 DPNP_FN_RNG_MULTINOMIAL_EXT,
+
161 DPNP_FN_RNG_MULTIVARIATE_NORMAL,
+
164 DPNP_FN_RNG_MULTIVARIATE_NORMAL_EXT,
+
167 DPNP_FN_RNG_NEGATIVE_BINOMIAL,
+
169 DPNP_FN_RNG_NEGATIVE_BINOMIAL_EXT,
+
172 DPNP_FN_RNG_NONCENTRAL_CHISQUARE,
+
175 DPNP_FN_RNG_NONCENTRAL_CHISQUARE_EXT,
+
178 DPNP_FN_RNG_NORMAL,
+
179 DPNP_FN_RNG_NORMAL_EXT,
+
181 DPNP_FN_RNG_PARETO,
+
182 DPNP_FN_RNG_PARETO_EXT,
+
184 DPNP_FN_RNG_POISSON,
+
185 DPNP_FN_RNG_POISSON_EXT,
+
187 DPNP_FN_RNG_POWER,
+
188 DPNP_FN_RNG_POWER_EXT,
+
190 DPNP_FN_RNG_RAYLEIGH,
+
191 DPNP_FN_RNG_RAYLEIGH_EXT,
+
193 DPNP_FN_RNG_SRAND,
+
194 DPNP_FN_RNG_SRAND_EXT,
+
196 DPNP_FN_RNG_SHUFFLE,
+
197 DPNP_FN_RNG_SHUFFLE_EXT,
+
199 DPNP_FN_RNG_STANDARD_CAUCHY,
+
201 DPNP_FN_RNG_STANDARD_CAUCHY_EXT,
+
203 DPNP_FN_RNG_STANDARD_EXPONENTIAL,
+
206 DPNP_FN_RNG_STANDARD_EXPONENTIAL_EXT,
+
209 DPNP_FN_RNG_STANDARD_GAMMA,
+
211 DPNP_FN_RNG_STANDARD_GAMMA_EXT,
+
213 DPNP_FN_RNG_STANDARD_NORMAL,
+
215 DPNP_FN_RNG_STANDARD_T,
+
216 DPNP_FN_RNG_STANDARD_T_EXT,
+
218 DPNP_FN_RNG_TRIANGULAR,
+
219 DPNP_FN_RNG_TRIANGULAR_EXT,
+
221 DPNP_FN_RNG_UNIFORM,
+
222 DPNP_FN_RNG_UNIFORM_EXT,
+
224 DPNP_FN_RNG_VONMISES,
+
225 DPNP_FN_RNG_VONMISES_EXT,
+
227 DPNP_FN_RNG_WALD,
+
228 DPNP_FN_RNG_WALD_EXT,
+
230 DPNP_FN_RNG_WEIBULL,
+
231 DPNP_FN_RNG_WEIBULL_EXT,
+
233 DPNP_FN_RNG_ZIPF,
+
234 DPNP_FN_RNG_ZIPF_EXT,
+
236 DPNP_FN_SEARCHSORTED,
+
237 DPNP_FN_SORT,
+
238 DPNP_FN_SQRT,
+
239 DPNP_FN_SQRT_EXT,
+
241 DPNP_FN_STD,
+
242 DPNP_FN_SUM,
+
243 DPNP_FN_VAR,
+
244 DPNP_FN_ZEROS,
+
245 DPNP_FN_ZEROS_LIKE,
+
246 DPNP_FN_LAST,
+
247};
-
251
-
-
259enum class DPNPFuncType : size_t
-
260{
-
261 DPNP_FT_NONE,
-
262 DPNP_FT_BOOL,
-
263 DPNP_FT_INT,
-
264 DPNP_FT_LONG,
-
265 DPNP_FT_FLOAT,
-
266 DPNP_FT_DOUBLE,
-
267 DPNP_FT_CMPLX64,
-
268 DPNP_FT_CMPLX128
-
269};
+
248
+
+
256enum class DPNPFuncType : size_t
+
257{
+
258 DPNP_FT_NONE,
+
259 DPNP_FT_BOOL,
+
260 DPNP_FT_INT,
+
261 DPNP_FT_LONG,
+
262 DPNP_FT_FLOAT,
+
263 DPNP_FT_DOUBLE,
+
264 DPNP_FT_CMPLX64,
+
265 DPNP_FT_CMPLX128
+
266};
-
270
-
276INP_DLLEXPORT
-
277size_t operator-(DPNPFuncType lhs, DPNPFuncType rhs);
-
278
-
-
286typedef struct DPNPFuncData
-
287{
-
288 DPNPFuncData(const DPNPFuncType gen_type,
-
289 void *gen_ptr,
-
290 const DPNPFuncType type_no_fp64,
-
291 void *ptr_no_fp64)
-
292 : return_type(gen_type), ptr(gen_ptr),
-
293 return_type_no_fp64(type_no_fp64), ptr_no_fp64(ptr_no_fp64)
-
294 {
-
295 }
-
296 DPNPFuncData(const DPNPFuncType gen_type, void *gen_ptr)
-
297 : DPNPFuncData(gen_type, gen_ptr, DPNPFuncType::DPNP_FT_NONE, nullptr)
-
298 {
-
299 }
-
300 DPNPFuncData() : DPNPFuncData(DPNPFuncType::DPNP_FT_NONE, nullptr) {}
-
301
-
302 DPNPFuncType return_type;
-
304 void *ptr;
-
305 DPNPFuncType return_type_no_fp64;
-
307 void *ptr_no_fp64;
-
309} DPNPFuncData_t;
+
267
+
273INP_DLLEXPORT
+
274size_t operator-(DPNPFuncType lhs, DPNPFuncType rhs);
+
275
+
+
283typedef struct DPNPFuncData
+
284{
+
285 DPNPFuncData(const DPNPFuncType gen_type,
+
286 void *gen_ptr,
+
287 const DPNPFuncType type_no_fp64,
+
288 void *ptr_no_fp64)
+
289 : return_type(gen_type), ptr(gen_ptr),
+
290 return_type_no_fp64(type_no_fp64), ptr_no_fp64(ptr_no_fp64)
+
291 {
+
292 }
+
293 DPNPFuncData(const DPNPFuncType gen_type, void *gen_ptr)
+
294 : DPNPFuncData(gen_type, gen_ptr, DPNPFuncType::DPNP_FT_NONE, nullptr)
+
295 {
+
296 }
+
297 DPNPFuncData() : DPNPFuncData(DPNPFuncType::DPNP_FT_NONE, nullptr) {}
+
298
+
299 DPNPFuncType return_type;
+
301 void *ptr;
+
302 DPNPFuncType return_type_no_fp64;
+
304 void *ptr_no_fp64;
+
306} DPNPFuncData_t;
-
310
-
325INP_DLLEXPORT
-
326DPNPFuncData_t get_dpnp_function_ptr(
-
327 DPNPFuncName name,
-
328 DPNPFuncType first_type,
-
329 DPNPFuncType second_type = DPNPFuncType::DPNP_FT_NONE);
-
330
-
346INP_DLLEXPORT
-
347void *get_dpnp_function_ptr1(
-
348 DPNPFuncType &result_type,
-
349 DPNPFuncName name,
-
350 DPNPFuncType first_type,
-
351 DPNPFuncType second_type = DPNPFuncType::DPNP_FT_NONE);
-
352
-
353#endif // BACKEND_IFACE_FPTR_H
+
307
+
322INP_DLLEXPORT
+
323DPNPFuncData_t get_dpnp_function_ptr(
+
324 DPNPFuncName name,
+
325 DPNPFuncType first_type,
+
326 DPNPFuncType second_type = DPNPFuncType::DPNP_FT_NONE);
+
327
+
343INP_DLLEXPORT
+
344void *get_dpnp_function_ptr1(
+
345 DPNPFuncType &result_type,
+
346 DPNPFuncName name,
+
347 DPNPFuncType first_type,
+
348 DPNPFuncType second_type = DPNPFuncType::DPNP_FT_NONE);
+
349
+
350#endif // BACKEND_IFACE_FPTR_H
get_dpnp_function_ptr
INP_DLLEXPORT DPNPFuncData_t get_dpnp_function_ptr(DPNPFuncName name, DPNPFuncType first_type, DPNPFuncType second_type=DPNPFuncType::DPNP_FT_NONE)
get runtime pointer to selected function
get_dpnp_function_ptr1
INP_DLLEXPORT void * get_dpnp_function_ptr1(DPNPFuncType &result_type, DPNPFuncName name, DPNPFuncType first_type, DPNPFuncType second_type=DPNPFuncType::DPNP_FT_NONE)
get runtime pointer to selected function
DPNPFuncData_t
struct DPNPFuncData DPNPFuncData_t
Contains information about the C++ backend function.
DPNPFuncName
DPNPFuncName
Function names to request via this interface.
Definition dpnp_iface_fptr.hpp:60
-
DPNPFuncType
DPNPFuncType
Template types which are used in this interface.
Definition dpnp_iface_fptr.hpp:260
+
DPNPFuncType
DPNPFuncType
Template types which are used in this interface.
Definition dpnp_iface_fptr.hpp:257
DPNPFuncName::DPNP_FN_RNG_MULTIVARIATE_NORMAL
@ DPNP_FN_RNG_MULTIVARIATE_NORMAL
DPNPFuncName::DPNP_FN_NONE
@ DPNP_FN_NONE
DPNPFuncName::DPNP_FN_MULTIPLY
@ DPNP_FN_MULTIPLY
@@ -382,7 +380,6 @@
DPNPFuncName::DPNP_FN_DOT
@ DPNP_FN_DOT
DPNPFuncName::DPNP_FN_ARGMIN
@ DPNP_FN_ARGMIN
DPNPFuncName::DPNP_FN_RNG_F
@ DPNP_FN_RNG_F
-
DPNPFuncName::DPNP_FN_RADIANS_EXT
@ DPNP_FN_RADIANS_EXT
DPNPFuncName::DPNP_FN_RNG_ZIPF
@ DPNP_FN_RNG_ZIPF
DPNPFuncName::DPNP_FN_RNG_SHUFFLE_EXT
@ DPNP_FN_RNG_SHUFFLE_EXT
DPNPFuncName::DPNP_FN_SUM
@ DPNP_FN_SUM
@@ -451,7 +448,6 @@
DPNPFuncName::DPNP_FN_RNG_SRAND_EXT
@ DPNP_FN_RNG_SRAND_EXT
DPNPFuncName::DPNP_FN_RNG_SHUFFLE
@ DPNP_FN_RNG_SHUFFLE
DPNPFuncName::DPNP_FN_RNG_PARETO_EXT
@ DPNP_FN_RNG_PARETO_EXT
-
DPNPFuncName::DPNP_FN_RADIANS
@ DPNP_FN_RADIANS
DPNPFuncName::DPNP_FN_SQRT_EXT
@ DPNP_FN_SQRT_EXT
DPNPFuncName::DPNP_FN_ERF_EXT
@ DPNP_FN_ERF_EXT
DPNPFuncName::DPNP_FN_SQRT
@ DPNP_FN_SQRT
@@ -466,11 +462,11 @@
DPNPFuncType::DPNP_FT_DOUBLE
@ DPNP_FT_DOUBLE
DPNPFuncType::DPNP_FT_FLOAT
@ DPNP_FT_FLOAT
DPNPFuncType::DPNP_FT_CMPLX64
@ DPNP_FT_CMPLX64
-
DPNPFuncData
Contains information about the C++ backend function.
Definition dpnp_iface_fptr.hpp:287
-
DPNPFuncData::return_type_no_fp64
DPNPFuncType return_type_no_fp64
Definition dpnp_iface_fptr.hpp:305
-
DPNPFuncData::return_type
DPNPFuncType return_type
Definition dpnp_iface_fptr.hpp:302
- - +
DPNPFuncData
Contains information about the C++ backend function.
Definition dpnp_iface_fptr.hpp:284
+
DPNPFuncData::return_type_no_fp64
DPNPFuncType return_type_no_fp64
Definition dpnp_iface_fptr.hpp:302
+
DPNPFuncData::return_type
DPNPFuncType return_type
Definition dpnp_iface_fptr.hpp:299
+ +
diff --git a/backend_doc/dpnp__utils_8hpp_source.html b/backend_doc/dpnp__utils_8hpp_source.html index a573b2678be..0740041c7ce 100644 --- a/backend_doc/dpnp__utils_8hpp_source.html +++ b/backend_doc/dpnp__utils_8hpp_source.html @@ -454,7 +454,7 @@
526
527#endif // BACKEND_UTILS_H
-
DPNPFuncType
DPNPFuncType
Template types which are used in this interface.
Definition dpnp_iface_fptr.hpp:260
+
DPNPFuncType
DPNPFuncType
Template types which are used in this interface.
Definition dpnp_iface_fptr.hpp:257
get_id_by_xyz_inkernel
size_t get_id_by_xyz_inkernel(const _DataType *xyz, size_t xyz_size, const _DataType *offsets)
Calculate linear index from ids array.
Definition dpnp_utils.hpp:200
operator<<
std::ostream & operator<<(std::ostream &out, const std::vector< T > &vec)
print std::vector to std::ostream.
Definition dpnp_utils.hpp:492
get_shape_offsets_inkernel
void get_shape_offsets_inkernel(const _DataType *shape, size_t shape_size, _DataType *offsets)
Shape offset calculation used in kernels.
Definition dpnp_utils.hpp:103
diff --git a/backend_doc/extensions_2ufunc_2elementwise__functions_2radians_8hpp_source.html b/backend_doc/extensions_2ufunc_2elementwise__functions_2radians_8hpp_source.html new file mode 100644 index 00000000000..f8c147fce2a --- /dev/null +++ b/backend_doc/extensions_2ufunc_2elementwise__functions_2radians_8hpp_source.html @@ -0,0 +1,146 @@ + + + + + + + +DPNP C++ backend kernel library: /github/workspace/dpnp/backend/extensions/ufunc/elementwise_functions/radians.hpp Source File + + + + + + + + + + + + + +
+
+ + + + + + +
+
DPNP C++ backend kernel library 0.16.0dev0 +
+
Data Parallel Extension for NumPy*
+
+
+ + + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+
+
+
+
+
Loading...
+
Searching...
+
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+
+
+
+
+ +
+
radians.hpp
+
+
+
1//*****************************************************************************
+
2// Copyright (c) 2024, Intel Corporation
+
3// All rights reserved.
+
4//
+
5// Redistribution and use in source and binary forms, with or without
+
6// modification, are permitted provided that the following conditions are met:
+
7// - Redistributions of source code must retain the above copyright notice,
+
8// this list of conditions and the following disclaimer.
+
9// - Redistributions in binary form must reproduce the above copyright notice,
+
10// this list of conditions and the following disclaimer in the documentation
+
11// and/or other materials provided with the distribution.
+
12//
+
13// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+
14// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+
15// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+
16// ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
+
17// LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+
18// CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+
19// SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+
20// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+
21// CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+
22// ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
+
23// THE POSSIBILITY OF SUCH DAMAGE.
+
24//*****************************************************************************
+
25
+
26#pragma once
+
27
+
28#include <pybind11/pybind11.h>
+
29
+
30namespace py = pybind11;
+
31
+
32namespace dpnp::extensions::ufunc
+
33{
+
34void init_radians(py::module_ m);
+
35} // namespace dpnp::extensions::ufunc
+
+
+ + + + diff --git a/backend_doc/files.html b/backend_doc/files.html index b60e360d50d..4a49e8741b7 100644 --- a/backend_doc/files.html +++ b/backend_doc/files.html @@ -140,6 +140,7 @@  fmin.hpp  fmod.hpp  populate.hpp + radians.hpp  ► vm  abs.hpp  acos.hpp @@ -195,6 +196,7 @@  fmax.hpp  fmin.hpp  fmod.hpp + radians.hpp  ▼ src  constants.hpp  dpnp_fptr.hpp diff --git a/backend_doc/group___b_a_c_k_e_n_d___a_p_i.html b/backend_doc/group___b_a_c_k_e_n_d___a_p_i.html index 3b90c1603b7..aa555029659 100644 --- a/backend_doc/group___b_a_c_k_e_n_d___a_p_i.html +++ b/backend_doc/group___b_a_c_k_e_n_d___a_p_i.html @@ -108,11 +108,6 @@  Per element operation function dpnp_degrees_c

  -template<typename _DataType_input , typename _DataType_output > -DPCTLSyclEventRef dpnp_radians_c (DPCTLSyclQueueRef q_ref, void *result_out, const size_t result_size, const size_t result_ndim, const shape_elem_type *result_shape, const shape_elem_type *result_strides, const void *input1_in, const size_t input1_size, const size_t input1_ndim, const shape_elem_type *input1_shape, const shape_elem_type *input1_strides, const size_t *where, const DPCTLEventVectorRef dep_event_vec_ref) - Per element operation function dpnp_radians_c
-
-  template<typename _DataType_input , typename _DataType_output > DPCTLSyclEventRef dpnp_sqrt_c (DPCTLSyclQueueRef q_ref, void *result_out, const size_t result_size, const size_t result_ndim, const shape_elem_type *result_shape, const shape_elem_type *result_strides, const void *input1_in, const size_t input1_size, const size_t input1_ndim, const shape_elem_type *input1_shape, const shape_elem_type *input1_strides, const size_t *where, const DPCTLEventVectorRef dep_event_vec_ref)  Per element operation function dpnp_sqrt_c
@@ -2564,127 +2559,6 @@

-

◆ dpnp_radians_c()

- -
-
-
-template<typename _DataType_input , typename _DataType_output >
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
DPCTLSyclEventRef dpnp_radians_c (DPCTLSyclQueueRef q_ref,
void * result_out,
const size_t result_size,
const size_t result_ndim,
const shape_elem_type * result_shape,
const shape_elem_type * result_strides,
const void * input1_in,
const size_t input1_size,
const size_t input1_ndim,
const shape_elem_type * input1_shape,
const shape_elem_type * input1_strides,
const size_t * where,
const DPCTLEventVectorRef dep_event_vec_ref 
)
-
- -

Per element operation function dpnp_radians_c
-

-

Function "dpnp_radians_c" executes operator "sycl::radians(input_elem)" over each * element of the array
-

Parameters
- - - - - - - - - - - - - - -
[in]q_refReference to SYCL queue.
[out]result_outOutput array.
[in]result_sizeOutput array size.
[in]result_ndimNumber of output array dimensions.
-
[in]result_shapeOutput array shape.
[in]result_stridesOutput array strides.
[in]input1_inInput array 1.
[in]input1_sizeInput array 1 size.
[in]input1_ndimNumber of input array 1 dimensions.
-
[in]input1_shapeInput array 1 shape.
[in]input1_stridesInput array 1 strides.
[in]whereWhere condition.
[in]dep_event_vec_refReference to vector of SYCL events.
-
-
-
-
diff --git a/backend_doc/group___b_a_c_k_e_n_d___a_p_i.js b/backend_doc/group___b_a_c_k_e_n_d___a_p_i.js index 43426076cf8..654118d502a 100644 --- a/backend_doc/group___b_a_c_k_e_n_d___a_p_i.js +++ b/backend_doc/group___b_a_c_k_e_n_d___a_p_i.js @@ -29,7 +29,6 @@ var group___b_a_c_k_e_n_d___a_p_i = [ "dpnp_prod_c", "group___b_a_c_k_e_n_d___a_p_i.html#ga6610de7cc5611443e025d9cd7d08b74c", null ], [ "dpnp_python_constants_initialize_c", "group___b_a_c_k_e_n_d___a_p_i.html#ga96eabd32a2b65f49e715ccdbc33c45d4", null ], [ "dpnp_queue_is_cpu_c", "group___b_a_c_k_e_n_d___a_p_i.html#ga2df766b3642aa4e94c8cef7927d6022d", null ], - [ "dpnp_radians_c", "group___b_a_c_k_e_n_d___a_p_i.html#ga0dffbc87d5ab5ea413cf631a0d59ba77", null ], [ "dpnp_searchsorted_c", "group___b_a_c_k_e_n_d___a_p_i.html#ga066e660d9841964898e1051cdd66f713", null ], [ "dpnp_sort_c", "group___b_a_c_k_e_n_d___a_p_i.html#ga26e5f6303907fe4b4496fb2cc0685407", null ], [ "dpnp_sqrt_c", "group___b_a_c_k_e_n_d___a_p_i.html#ga2e8ccd7745314eb662b47c41324076b0", null ], diff --git a/backend_doc/group___b_a_c_k_e_n_d___f_u_n_c___p_t_r___a_p_i.html b/backend_doc/group___b_a_c_k_e_n_d___f_u_n_c___p_t_r___a_p_i.html index 11bf16357a7..bc913b49e8e 100644 --- a/backend_doc/group___b_a_c_k_e_n_d___f_u_n_c___p_t_r___a_p_i.html +++ b/backend_doc/group___b_a_c_k_e_n_d___f_u_n_c___p_t_r___a_p_i.html @@ -168,107 +168,104 @@ , DPNPFuncName::DPNP_FN_PARTITION_EXT , DPNPFuncName::DPNP_FN_PROD ,
-  DPNPFuncName::DPNP_FN_RADIANS -, DPNPFuncName::DPNP_FN_RADIANS_EXT -, DPNPFuncName::DPNP_FN_RNG_BETA +  DPNPFuncName::DPNP_FN_RNG_BETA , DPNPFuncName::DPNP_FN_RNG_BETA_EXT -,
-  DPNPFuncName::DPNP_FN_RNG_BINOMIAL +, DPNPFuncName::DPNP_FN_RNG_BINOMIAL , DPNPFuncName::DPNP_FN_RNG_BINOMIAL_EXT -, DPNPFuncName::DPNP_FN_RNG_CHISQUARE -, DPNPFuncName::DPNP_FN_RNG_CHISQUARE_EXT ,
-  DPNPFuncName::DPNP_FN_RNG_EXPONENTIAL +  DPNPFuncName::DPNP_FN_RNG_CHISQUARE +, DPNPFuncName::DPNP_FN_RNG_CHISQUARE_EXT +, DPNPFuncName::DPNP_FN_RNG_EXPONENTIAL , DPNPFuncName::DPNP_FN_RNG_EXPONENTIAL_EXT -, DPNPFuncName::DPNP_FN_RNG_F -, DPNPFuncName::DPNP_FN_RNG_F_EXT ,
-  DPNPFuncName::DPNP_FN_RNG_GAMMA +  DPNPFuncName::DPNP_FN_RNG_F +, DPNPFuncName::DPNP_FN_RNG_F_EXT +, DPNPFuncName::DPNP_FN_RNG_GAMMA , DPNPFuncName::DPNP_FN_RNG_GAMMA_EXT -, DPNPFuncName::DPNP_FN_RNG_GAUSSIAN -, DPNPFuncName::DPNP_FN_RNG_GAUSSIAN_EXT ,
-  DPNPFuncName::DPNP_FN_RNG_GEOMETRIC +  DPNPFuncName::DPNP_FN_RNG_GAUSSIAN +, DPNPFuncName::DPNP_FN_RNG_GAUSSIAN_EXT +, DPNPFuncName::DPNP_FN_RNG_GEOMETRIC , DPNPFuncName::DPNP_FN_RNG_GEOMETRIC_EXT -, DPNPFuncName::DPNP_FN_RNG_GUMBEL -, DPNPFuncName::DPNP_FN_RNG_GUMBEL_EXT ,
-  DPNPFuncName::DPNP_FN_RNG_HYPERGEOMETRIC +  DPNPFuncName::DPNP_FN_RNG_GUMBEL +, DPNPFuncName::DPNP_FN_RNG_GUMBEL_EXT +, DPNPFuncName::DPNP_FN_RNG_HYPERGEOMETRIC , DPNPFuncName::DPNP_FN_RNG_HYPERGEOMETRIC_EXT -, DPNPFuncName::DPNP_FN_RNG_LAPLACE -, DPNPFuncName::DPNP_FN_RNG_LAPLACE_EXT ,
-  DPNPFuncName::DPNP_FN_RNG_LOGISTIC +  DPNPFuncName::DPNP_FN_RNG_LAPLACE +, DPNPFuncName::DPNP_FN_RNG_LAPLACE_EXT +, DPNPFuncName::DPNP_FN_RNG_LOGISTIC , DPNPFuncName::DPNP_FN_RNG_LOGISTIC_EXT -, DPNPFuncName::DPNP_FN_RNG_LOGNORMAL -, DPNPFuncName::DPNP_FN_RNG_LOGNORMAL_EXT ,
-  DPNPFuncName::DPNP_FN_RNG_MULTINOMIAL +  DPNPFuncName::DPNP_FN_RNG_LOGNORMAL +, DPNPFuncName::DPNP_FN_RNG_LOGNORMAL_EXT +, DPNPFuncName::DPNP_FN_RNG_MULTINOMIAL , DPNPFuncName::DPNP_FN_RNG_MULTINOMIAL_EXT -, DPNPFuncName::DPNP_FN_RNG_MULTIVARIATE_NORMAL -, DPNPFuncName::DPNP_FN_RNG_MULTIVARIATE_NORMAL_EXT ,
-  DPNPFuncName::DPNP_FN_RNG_NEGATIVE_BINOMIAL +  DPNPFuncName::DPNP_FN_RNG_MULTIVARIATE_NORMAL +, DPNPFuncName::DPNP_FN_RNG_MULTIVARIATE_NORMAL_EXT +, DPNPFuncName::DPNP_FN_RNG_NEGATIVE_BINOMIAL , DPNPFuncName::DPNP_FN_RNG_NEGATIVE_BINOMIAL_EXT -, DPNPFuncName::DPNP_FN_RNG_NONCENTRAL_CHISQUARE -, DPNPFuncName::DPNP_FN_RNG_NONCENTRAL_CHISQUARE_EXT ,
-  DPNPFuncName::DPNP_FN_RNG_NORMAL +  DPNPFuncName::DPNP_FN_RNG_NONCENTRAL_CHISQUARE +, DPNPFuncName::DPNP_FN_RNG_NONCENTRAL_CHISQUARE_EXT +, DPNPFuncName::DPNP_FN_RNG_NORMAL , DPNPFuncName::DPNP_FN_RNG_NORMAL_EXT -, DPNPFuncName::DPNP_FN_RNG_PARETO -, DPNPFuncName::DPNP_FN_RNG_PARETO_EXT ,
-  DPNPFuncName::DPNP_FN_RNG_POISSON +  DPNPFuncName::DPNP_FN_RNG_PARETO +, DPNPFuncName::DPNP_FN_RNG_PARETO_EXT +, DPNPFuncName::DPNP_FN_RNG_POISSON , DPNPFuncName::DPNP_FN_RNG_POISSON_EXT -, DPNPFuncName::DPNP_FN_RNG_POWER -, DPNPFuncName::DPNP_FN_RNG_POWER_EXT ,
-  DPNPFuncName::DPNP_FN_RNG_RAYLEIGH +  DPNPFuncName::DPNP_FN_RNG_POWER +, DPNPFuncName::DPNP_FN_RNG_POWER_EXT +, DPNPFuncName::DPNP_FN_RNG_RAYLEIGH , DPNPFuncName::DPNP_FN_RNG_RAYLEIGH_EXT -, DPNPFuncName::DPNP_FN_RNG_SRAND -, DPNPFuncName::DPNP_FN_RNG_SRAND_EXT ,
-  DPNPFuncName::DPNP_FN_RNG_SHUFFLE +  DPNPFuncName::DPNP_FN_RNG_SRAND +, DPNPFuncName::DPNP_FN_RNG_SRAND_EXT +, DPNPFuncName::DPNP_FN_RNG_SHUFFLE , DPNPFuncName::DPNP_FN_RNG_SHUFFLE_EXT -, DPNPFuncName::DPNP_FN_RNG_STANDARD_CAUCHY -, DPNPFuncName::DPNP_FN_RNG_STANDARD_CAUCHY_EXT ,
-  DPNPFuncName::DPNP_FN_RNG_STANDARD_EXPONENTIAL +  DPNPFuncName::DPNP_FN_RNG_STANDARD_CAUCHY +, DPNPFuncName::DPNP_FN_RNG_STANDARD_CAUCHY_EXT +, DPNPFuncName::DPNP_FN_RNG_STANDARD_EXPONENTIAL , DPNPFuncName::DPNP_FN_RNG_STANDARD_EXPONENTIAL_EXT -, DPNPFuncName::DPNP_FN_RNG_STANDARD_GAMMA -, DPNPFuncName::DPNP_FN_RNG_STANDARD_GAMMA_EXT ,
-  DPNPFuncName::DPNP_FN_RNG_STANDARD_NORMAL +  DPNPFuncName::DPNP_FN_RNG_STANDARD_GAMMA +, DPNPFuncName::DPNP_FN_RNG_STANDARD_GAMMA_EXT +, DPNPFuncName::DPNP_FN_RNG_STANDARD_NORMAL , DPNPFuncName::DPNP_FN_RNG_STANDARD_T -, DPNPFuncName::DPNP_FN_RNG_STANDARD_T_EXT -, DPNPFuncName::DPNP_FN_RNG_TRIANGULAR ,
-  DPNPFuncName::DPNP_FN_RNG_TRIANGULAR_EXT +  DPNPFuncName::DPNP_FN_RNG_STANDARD_T_EXT +, DPNPFuncName::DPNP_FN_RNG_TRIANGULAR +, DPNPFuncName::DPNP_FN_RNG_TRIANGULAR_EXT , DPNPFuncName::DPNP_FN_RNG_UNIFORM -, DPNPFuncName::DPNP_FN_RNG_UNIFORM_EXT -, DPNPFuncName::DPNP_FN_RNG_VONMISES ,
-  DPNPFuncName::DPNP_FN_RNG_VONMISES_EXT +  DPNPFuncName::DPNP_FN_RNG_UNIFORM_EXT +, DPNPFuncName::DPNP_FN_RNG_VONMISES +, DPNPFuncName::DPNP_FN_RNG_VONMISES_EXT , DPNPFuncName::DPNP_FN_RNG_WALD -, DPNPFuncName::DPNP_FN_RNG_WALD_EXT -, DPNPFuncName::DPNP_FN_RNG_WEIBULL ,
-  DPNPFuncName::DPNP_FN_RNG_WEIBULL_EXT +  DPNPFuncName::DPNP_FN_RNG_WALD_EXT +, DPNPFuncName::DPNP_FN_RNG_WEIBULL +, DPNPFuncName::DPNP_FN_RNG_WEIBULL_EXT , DPNPFuncName::DPNP_FN_RNG_ZIPF -, DPNPFuncName::DPNP_FN_RNG_ZIPF_EXT -, DPNPFuncName::DPNP_FN_SEARCHSORTED ,
-  DPNPFuncName::DPNP_FN_SORT +  DPNPFuncName::DPNP_FN_RNG_ZIPF_EXT +, DPNPFuncName::DPNP_FN_SEARCHSORTED +, DPNPFuncName::DPNP_FN_SORT , DPNPFuncName::DPNP_FN_SQRT -, DPNPFuncName::DPNP_FN_SQRT_EXT -, DPNPFuncName::DPNP_FN_STD ,
-  DPNPFuncName::DPNP_FN_SUM +  DPNPFuncName::DPNP_FN_SQRT_EXT +, DPNPFuncName::DPNP_FN_STD +, DPNPFuncName::DPNP_FN_SUM , DPNPFuncName::DPNP_FN_VAR -, DPNPFuncName::DPNP_FN_ZEROS -, DPNPFuncName::DPNP_FN_ZEROS_LIKE ,
-  DPNPFuncName::DPNP_FN_LAST +  DPNPFuncName::DPNP_FN_ZEROS +, DPNPFuncName::DPNP_FN_ZEROS_LIKE +, DPNPFuncName::DPNP_FN_LAST
}  Function names to request via this interface. More...
@@ -446,11 +443,6 @@

DPNP_FN_PROD 

Used in numpy.prod() impl

-DPNP_FN_RADIANS 

Used in numpy.radians() impl
-

- -DPNP_FN_RADIANS_EXT 

Used in numpy.radians() impl, requires extra parameters

- DPNP_FN_RNG_BETA 

Used in numpy.random.beta() impl

@@ -699,7 +691,7 @@

Definition at line 259 of file dpnp_iface_fptr.hpp.

+

Definition at line 256 of file dpnp_iface_fptr.hpp.

diff --git a/backend_doc/group___b_a_c_k_e_n_d___f_u_n_c___p_t_r___a_p_i.js b/backend_doc/group___b_a_c_k_e_n_d___f_u_n_c___p_t_r___a_p_i.js index 2f3445092de..c233403954f 100644 --- a/backend_doc/group___b_a_c_k_e_n_d___f_u_n_c___p_t_r___a_p_i.js +++ b/backend_doc/group___b_a_c_k_e_n_d___f_u_n_c___p_t_r___a_p_i.js @@ -52,8 +52,6 @@ var group___b_a_c_k_e_n_d___f_u_n_c___p_t_r___a_p_i = [ "DPNPFuncName::DPNP_FN_PARTITION", "group___b_a_c_k_e_n_d___f_u_n_c___p_t_r___a_p_i.html#gga8b20590525bff7c7ce4f728d2021b558aca4a111afa2773a5dbac2f1f879d2029", null ], [ "DPNPFuncName::DPNP_FN_PARTITION_EXT", "group___b_a_c_k_e_n_d___f_u_n_c___p_t_r___a_p_i.html#gga8b20590525bff7c7ce4f728d2021b558affc2163c69279951e165fb38fb98bb41", null ], [ "DPNPFuncName::DPNP_FN_PROD", "group___b_a_c_k_e_n_d___f_u_n_c___p_t_r___a_p_i.html#gga8b20590525bff7c7ce4f728d2021b558a72a62985c0bb7a38d58d9a8ab34ab19c", null ], - [ "DPNPFuncName::DPNP_FN_RADIANS", "group___b_a_c_k_e_n_d___f_u_n_c___p_t_r___a_p_i.html#gga8b20590525bff7c7ce4f728d2021b558ae93db2c712f91a83ee9bcb56eb1fa74f", null ], - [ "DPNPFuncName::DPNP_FN_RADIANS_EXT", "group___b_a_c_k_e_n_d___f_u_n_c___p_t_r___a_p_i.html#gga8b20590525bff7c7ce4f728d2021b558a58553723bdf252b3b5cc6d609a578c88", null ], [ "DPNPFuncName::DPNP_FN_RNG_BETA", "group___b_a_c_k_e_n_d___f_u_n_c___p_t_r___a_p_i.html#gga8b20590525bff7c7ce4f728d2021b558a0668a283409d746cfa94256b7cdb850e", null ], [ "DPNPFuncName::DPNP_FN_RNG_BETA_EXT", "group___b_a_c_k_e_n_d___f_u_n_c___p_t_r___a_p_i.html#gga8b20590525bff7c7ce4f728d2021b558a5021a4aeca89c89bf577dce589e760c5", null ], [ "DPNPFuncName::DPNP_FN_RNG_BINOMIAL", "group___b_a_c_k_e_n_d___f_u_n_c___p_t_r___a_p_i.html#gga8b20590525bff7c7ce4f728d2021b558aa07058cd0653319a5c14d660b0840c1d", null ], diff --git a/backend_doc/hierarchy.html b/backend_doc/hierarchy.html index bf5cc2b1be5..0869c3fa8d6 100644 --- a/backend_doc/hierarchy.html +++ b/backend_doc/hierarchy.html @@ -174,26 +174,27 @@  Cdpnp::extensions::lapack::types::PotrfBatchTypePairSupportFactory< T >A factory to define pairs of supported types for which MKL LAPACK library provides support in oneapi::mkl::lapack::potrf<T> function  Cdpnp::extensions::lapack::types::PotrfTypePairSupportFactory< T >A factory to define pairs of supported types for which MKL LAPACK library provides support in oneapi::mkl::lapack::potrf<T> function  Cpython_constants - Cdpnp::backend::ext::sycl_ext::resolve_type< C, Tuple > - Cdpnp::backend::ext::sycl_ext::resolve_type< C, std::tuple< Args... > > - Cdpnp::extensions::fft::ScaleType< prec > - Cdpnp::extensions::fft::ScaleType< mkl_dft::precision::DOUBLE > - Cdpnp::extensions::fft::ScaleType< mkl_dft::precision::SINGLE > - Cdpnp::backend::ext::sycl_ext::sum_mean< InT, OutT, Mean > - Cdpnp::extensions::lapack::types::SyevdTypePairSupportFactory< T, RealT >A factory to define pairs of supported types for which MKL LAPACK library provides support in oneapi::mkl::lapack::syevd<T> function - Cdpnp::backend::ext::sycl_ext::tuple_of_n_elements< T, N > - Cdpnp::backend::ext::sycl_ext::tuple_of_n_elements< T, 0 > - Cdpnp::backend::ext::sycl_ext::tuple_of_n_elements< T, 1 > - Cdpnp::backend::ext::sycl_ext::tuple_of_tuples< Args > - Cdpnp::backend::ext::sycl_ext::tuple_of_tuples< std::tuple< Args... > > - Cdpnp::backend::ext::sycl_ext::tuple_of_tuples< std::tuple< T > > - Cdpnp::extensions::lapack::types::UngqrBatchTypePairSupportFactory< T >A factory to define pairs of supported types for which MKL LAPACK library provides support in oneapi::mkl::lapack::ungqr_batch<T> function - Cdpnp::extensions::lapack::types::UngqrTypePairSupportFactory< T >A factory to define pairs of supported types for which MKL LAPACK library provides support in oneapi::mkl::lapack::ungqr<T> function - Cdpnp::backend::ext::sycl_ext::UsmArrayMatcher - Cdpnp::extensions::lapack::helper::value_type_of< T > - Cdpnp::extensions::lapack::helper::value_type_of< std::complex< T > > - ▼CPs - Cfunc_type_map_factory_t< Ps > + Cdpnp::kernels::radians::RadiansFunctor< argT, resT > + Cdpnp::backend::ext::sycl_ext::resolve_type< C, Tuple > + Cdpnp::backend::ext::sycl_ext::resolve_type< C, std::tuple< Args... > > + Cdpnp::extensions::fft::ScaleType< prec > + Cdpnp::extensions::fft::ScaleType< mkl_dft::precision::DOUBLE > + Cdpnp::extensions::fft::ScaleType< mkl_dft::precision::SINGLE > + Cdpnp::backend::ext::sycl_ext::sum_mean< InT, OutT, Mean > + Cdpnp::extensions::lapack::types::SyevdTypePairSupportFactory< T, RealT >A factory to define pairs of supported types for which MKL LAPACK library provides support in oneapi::mkl::lapack::syevd<T> function + Cdpnp::backend::ext::sycl_ext::tuple_of_n_elements< T, N > + Cdpnp::backend::ext::sycl_ext::tuple_of_n_elements< T, 0 > + Cdpnp::backend::ext::sycl_ext::tuple_of_n_elements< T, 1 > + Cdpnp::backend::ext::sycl_ext::tuple_of_tuples< Args > + Cdpnp::backend::ext::sycl_ext::tuple_of_tuples< std::tuple< Args... > > + Cdpnp::backend::ext::sycl_ext::tuple_of_tuples< std::tuple< T > > + Cdpnp::extensions::lapack::types::UngqrBatchTypePairSupportFactory< T >A factory to define pairs of supported types for which MKL LAPACK library provides support in oneapi::mkl::lapack::ungqr_batch<T> function + Cdpnp::extensions::lapack::types::UngqrTypePairSupportFactory< T >A factory to define pairs of supported types for which MKL LAPACK library provides support in oneapi::mkl::lapack::ungqr<T> function + Cdpnp::backend::ext::sycl_ext::UsmArrayMatcher + Cdpnp::extensions::lapack::helper::value_type_of< T > + Cdpnp::extensions::lapack::helper::value_type_of< std::complex< T > > + ▼CPs + Cfunc_type_map_factory_t< Ps >
diff --git a/backend_doc/hierarchy.js b/backend_doc/hierarchy.js index 2074ee98f42..3356d00bf0e 100644 --- a/backend_doc/hierarchy.js +++ b/backend_doc/hierarchy.js @@ -82,6 +82,7 @@ var hierarchy = [ "dpnp::extensions::lapack::types::PotrfBatchTypePairSupportFactory< T >", "structdpnp_1_1extensions_1_1lapack_1_1types_1_1_potrf_batch_type_pair_support_factory.html", null ], [ "dpnp::extensions::lapack::types::PotrfTypePairSupportFactory< T >", "structdpnp_1_1extensions_1_1lapack_1_1types_1_1_potrf_type_pair_support_factory.html", null ], [ "python_constants", "structpython__constants.html", null ], + [ "dpnp::kernels::radians::RadiansFunctor< argT, resT >", "structdpnp_1_1kernels_1_1radians_1_1_radians_functor.html", null ], [ "dpnp::backend::ext::sycl_ext::resolve_type< C, Tuple >", "structdpnp_1_1backend_1_1ext_1_1sycl__ext_1_1resolve__type.html", null ], [ "dpnp::backend::ext::sycl_ext::resolve_type< C, std::tuple< Args... > >", 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@@ - + - + - + - + - + - + - + diff --git a/backend_doc/kernels_2elementwise__functions_2fabs_8hpp_source.html b/backend_doc/kernels_2elementwise__functions_2fabs_8hpp_source.html index 68197d3ae70..c26e6b095f1 100644 --- a/backend_doc/kernels_2elementwise__functions_2fabs_8hpp_source.html +++ b/backend_doc/kernels_2elementwise__functions_2fabs_8hpp_source.html @@ -139,7 +139,7 @@
38 // constexpr resT constant_value = resT{};
39 // is function defined for sycl::vec
40 using supports_vec = typename std::false_type;
-
41 // do both argT and resT support sugroup store/load operation
+
41 // do both argT and resT support subgroup store/load operation
42 using supports_sg_loadstore = typename std::true_type;
43
44 resT operator()(const argT &x) const
diff --git a/backend_doc/kernels_2elementwise__functions_2radians_8hpp_source.html b/backend_doc/kernels_2elementwise__functions_2radians_8hpp_source.html new file mode 100644 index 00000000000..3629a278370 --- /dev/null +++ b/backend_doc/kernels_2elementwise__functions_2radians_8hpp_source.html @@ -0,0 +1,169 @@ + + + + + + + +DPNP C++ backend kernel library: /github/workspace/dpnp/backend/kernels/elementwise_functions/radians.hpp Source File + + + + + + + + + + + + + +
+
+ + + + + + +
+
DPNP C++ backend kernel library 0.16.0dev0 +
+
Data Parallel Extension for NumPy*
+
+
+ + + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+
+
+
+
+
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radians.hpp
+
+
+
1//*****************************************************************************
+
2// Copyright (c) 2024, Intel Corporation
+
3// All rights reserved.
+
4//
+
5// Redistribution and use in source and binary forms, with or without
+
6// modification, are permitted provided that the following conditions are met:
+
7// - Redistributions of source code must retain the above copyright notice,
+
8// this list of conditions and the following disclaimer.
+
9// - Redistributions in binary form must reproduce the above copyright notice,
+
10// this list of conditions and the following disclaimer in the documentation
+
11// and/or other materials provided with the distribution.
+
12//
+
13// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+
14// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+
15// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+
16// ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
+
17// LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+
18// CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+
19// SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+
20// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+
21// CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+
22// ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
+
23// THE POSSIBILITY OF SUCH DAMAGE.
+
24//*****************************************************************************
+
25
+
26#pragma once
+
27
+
28#include <sycl/sycl.hpp>
+
29
+
30namespace dpnp::kernels::radians
+
31{
+
32template <typename argT, typename resT>
+
+
33struct RadiansFunctor
+
34{
+
35 // is function constant for given argT
+
36 using is_constant = typename std::false_type;
+
37 // constant value, if constant
+
38 // constexpr resT constant_value = resT{};
+
39 // is function defined for sycl::vec
+
40 using supports_vec = typename std::true_type;
+
41 // do both argT and resT support subgroup store/load operation
+
42 using supports_sg_loadstore = typename std::true_type;
+
43
+
44 resT operator()(const argT &x) const
+
45 {
+
46 return sycl::radians(x);
+
47 }
+
48
+
49 template <int vec_sz>
+
50 sycl::vec<resT, vec_sz> operator()(const sycl::vec<argT, vec_sz> &x) const
+
51 {
+
52 return sycl::radians(x);
+
53 }
+
54};
+
+
55} // namespace dpnp::kernels::radians
+ +
+
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['dpnp_5fzeros_5flike_5fc_73',['dpnp_zeros_like_c',['../group___b_a_c_k_e_n_d___a_p_i.html#ga701ba350a76dc444f53a7e7d59c7a143',1,'dpnp_iface.hpp']]], + ['dpnpc_5fid_74',['dpnpc_id',['../group___b_a_c_k_e_n_d___u_t_i_l_s.html#gae67edf544bf0edce8e1cd74d68d8dc76',1,'DPNPC_id::DPNPC_id(pointer __ptr, const std::vector< size_type > &__shape, const std::vector< size_type > &__strides)'],['../group___b_a_c_k_e_n_d___u_t_i_l_s.html#ga1e1d9e72e8f1a92a6e25d7f563562b11',1,'DPNPC_id::DPNPC_id(DPCTLSyclQueueRef q_ref, pointer __ptr, const std::vector< size_type > &__shape)']]] ]; diff --git a/backend_doc/struct_d_p_n_p_func_data.html b/backend_doc/struct_d_p_n_p_func_data.html index 9ca11a6e59a..e311c8c83e1 100644 --- a/backend_doc/struct_d_p_n_p_func_data.html +++ b/backend_doc/struct_d_p_n_p_func_data.html @@ -125,7 +125,7 @@

Contains information about the C++ backend function.

The structure defines the types that are used by get_dpnp_function_ptr.

-

Definition at line 286 of file dpnp_iface_fptr.hpp.

+

Definition at line 283 of file dpnp_iface_fptr.hpp.

Constructor & Destructor Documentation

◆ DPNPFuncData() [1/3]

@@ -173,7 +173,7 @@

-

Definition at line 288 of file dpnp_iface_fptr.hpp.

+

Definition at line 285 of file dpnp_iface_fptr.hpp.

@@ -211,7 +211,7 @@

-

Definition at line 296 of file dpnp_iface_fptr.hpp.

+

Definition at line 293 of file dpnp_iface_fptr.hpp.

@@ -238,7 +238,7 @@

-

Definition at line 300 of file dpnp_iface_fptr.hpp.

+

Definition at line 297 of file dpnp_iface_fptr.hpp.

@@ -256,7 +256,7 @@

C++ backend function pointer

-

Definition at line 304 of file dpnp_iface_fptr.hpp.

+

Definition at line 301 of file dpnp_iface_fptr.hpp.

@@ -273,7 +273,7 @@

alternative C++ backend function pointer when no fp64 support by device

-

Definition at line 307 of file dpnp_iface_fptr.hpp.

+

Definition at line 304 of file dpnp_iface_fptr.hpp.

@@ -290,7 +290,7 @@

return type identifier which expected by the ptr function

-

Definition at line 302 of file dpnp_iface_fptr.hpp.

+

Definition at line 299 of file dpnp_iface_fptr.hpp.

@@ -307,7 +307,7 @@

alternative return type identifier when no fp64 support by device

-

Definition at line 305 of file dpnp_iface_fptr.hpp.

+

Definition at line 302 of file dpnp_iface_fptr.hpp.

diff --git a/backend_doc/structdpnp_1_1kernels_1_1radians_1_1_radians_functor-members.html b/backend_doc/structdpnp_1_1kernels_1_1radians_1_1_radians_functor-members.html new file mode 100644 index 00000000000..d8615f07de8 --- /dev/null +++ b/backend_doc/structdpnp_1_1kernels_1_1radians_1_1_radians_functor-members.html @@ -0,0 +1,113 @@ + + + + + + + +DPNP C++ backend kernel library: Member List + + + + + + + + + + + + + +
+
+ + + + + + +
+
DPNP C++ backend kernel library 0.16.0dev0 +
+
Data Parallel Extension for NumPy*
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+
+
+
+
+
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+
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+
+
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+ +
+
dpnp::kernels::radians::RadiansFunctor< argT, resT > Member List
+
+
+ +

This is the complete list of members for dpnp::kernels::radians::RadiansFunctor< argT, resT >, including all inherited members.

+ + + + + + +
is_constant typedef (defined in dpnp::kernels::radians::RadiansFunctor< argT, resT >)dpnp::kernels::radians::RadiansFunctor< argT, resT >
operator()(const argT &x) const (defined in dpnp::kernels::radians::RadiansFunctor< argT, resT >)dpnp::kernels::radians::RadiansFunctor< argT, resT >inline
operator()(const sycl::vec< argT, vec_sz > &x) const (defined in dpnp::kernels::radians::RadiansFunctor< argT, resT >)dpnp::kernels::radians::RadiansFunctor< argT, resT >inline
supports_sg_loadstore typedef (defined in dpnp::kernels::radians::RadiansFunctor< argT, resT >)dpnp::kernels::radians::RadiansFunctor< argT, resT >
supports_vec typedef (defined in dpnp::kernels::radians::RadiansFunctor< argT, resT >)dpnp::kernels::radians::RadiansFunctor< argT, resT >
+
+ + + + diff --git a/backend_doc/structdpnp_1_1kernels_1_1radians_1_1_radians_functor.html b/backend_doc/structdpnp_1_1kernels_1_1radians_1_1_radians_functor.html new file mode 100644 index 00000000000..a2226d696b7 --- /dev/null +++ b/backend_doc/structdpnp_1_1kernels_1_1radians_1_1_radians_functor.html @@ -0,0 +1,253 @@ + + + + + + + +DPNP C++ backend kernel library: dpnp::kernels::radians::RadiansFunctor< argT, resT > Struct Template Reference + + + + + + + + + + + + + +
+
+ + + + + + +
+
DPNP C++ backend kernel library 0.16.0dev0 +
+
Data Parallel Extension for NumPy*
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+
+
+
+
+
Loading...
+
Searching...
+
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+
+
+
+
+ +
+
+Public Types | +Public Member Functions | +List of all members
+
dpnp::kernels::radians::RadiansFunctor< argT, resT > Struct Template Reference
+
+
+ + + + + + + + +

+Public Types

using is_constant = typename std::false_type
 
using supports_vec = typename std::true_type
 
using supports_sg_loadstore = typename std::true_type
 
+ + + + + + +

+Public Member Functions

resT operator() (const argT &x) const
 
template<int vec_sz>
sycl::vec< resT, vec_sz > operator() (const sycl::vec< argT, vec_sz > &x) const
 
+

Detailed Description

+
template<typename argT, typename resT>
+struct dpnp::kernels::radians::RadiansFunctor< argT, resT >
+

Definition at line 33 of file radians.hpp.

+

Member Typedef Documentation

+ +

◆ is_constant

+ +
+
+
+template<typename argT , typename resT >
+ + + + +
using dpnp::kernels::radians::RadiansFunctor< argT, resT >::is_constant = typename std::false_type
+
+ +

Definition at line 36 of file radians.hpp.

+ +
+
+ +

◆ supports_sg_loadstore

+ +
+
+
+template<typename argT , typename resT >
+ + + + +
using dpnp::kernels::radians::RadiansFunctor< argT, resT >::supports_sg_loadstore = typename std::true_type
+
+ +

Definition at line 42 of file radians.hpp.

+ +
+
+ +

◆ supports_vec

+ +
+
+
+template<typename argT , typename resT >
+ + + + +
using dpnp::kernels::radians::RadiansFunctor< argT, resT >::supports_vec = typename std::true_type
+
+ +

Definition at line 40 of file radians.hpp.

+ +
+
+

Member Function Documentation

+ +

◆ operator()() [1/2]

+ +
+
+
+template<typename argT , typename resT >
+ + + + + +
+ + + + + + + + +
resT dpnp::kernels::radians::RadiansFunctor< argT, resT >::operator() (const argT & x) const
+ 		+inline
+
+ +

Definition at line 44 of file radians.hpp.

+ +
+
+ +

◆ operator()() [2/2]

+ +
+
+
+template<typename argT , typename resT >
+
+template<int vec_sz>
+ + + + + +
+ + + + + + + + +
sycl::vec< resT, vec_sz > dpnp::kernels::radians::RadiansFunctor< argT, resT >::operator() (const sycl::vec< argT, vec_sz > & x) const
+ 		+inline
+
+ +

Definition at line 50 of file radians.hpp.

+ +
+
+
The documentation for this struct was generated from the following file:
    +
  • /github/workspace/dpnp/backend/kernels/elementwise_functions/radians.hpp
    • +
+
+
+ + + + diff --git a/dpctl.html b/dpctl.html index 10c71a97d2e..b5eb8249394 100644 --- a/dpctl.html +++ b/dpctl.html @@ -13,7 +13,7 @@ - Interplay with the Data Parallel Control Library — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + Interplay with the Data Parallel Control Library — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -44,7 +44,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/dpnp_backend_api.html b/dpnp_backend_api.html index c81c60558ae..daf4ae7a7ef 100644 --- a/dpnp_backend_api.html +++ b/dpnp_backend_api.html @@ -13,7 +13,7 @@ - C++ backend API Reference — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + C++ backend API Reference — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -45,7 +45,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/genindex.html b/genindex.html index 66b9367c575..fde0629a85a 100644 --- a/genindex.html +++ b/genindex.html @@ -12,7 +12,7 @@ - Index — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + Index — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/index.html b/index.html index 08f09ac8134..dff600cc032 100644 --- a/index.html +++ b/index.html @@ -13,7 +13,7 @@ - Data Parallel Extension for NumPy* — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + Data Parallel Extension for NumPy* — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/objects.inv b/objects.inv index d26c548eb5495c3dfb2373497d81aefd936c9b25..34c70d7a597cfbbb3cf44ddd943e160040e79067 100644 GIT binary patch delta 24 fcmaFr|I~j%BCnZVdaAK;qJ>dXikZpAymEB_c7q7D delta 24 fcmaFr|I~j%BCn}lx - Overview — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + Overview — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/py-modindex.html b/py-modindex.html index 5ae41d4a113..f16ff7228bb 100644 --- a/py-modindex.html +++ b/py-modindex.html @@ -12,7 +12,7 @@ - Python Module Index — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + Python Module Index — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -23,7 +23,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/quick_start_guide.html b/quick_start_guide.html index 4a8adc3c6fa..75580b07cfa 100644 --- a/quick_start_guide.html +++ b/quick_start_guide.html @@ -13,7 +13,7 @@ - Quick Start Guide — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + Quick Start Guide — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/binary.html b/reference/binary.html index 5b367d8028b..fd90689699a 100644 --- a/reference/binary.html +++ b/reference/binary.html @@ -13,7 +13,7 @@ - Binary Operations — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + Binary Operations — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/comparison.html b/reference/comparison.html index ac77a1d6042..f00d5a63a6f 100644 --- a/reference/comparison.html +++ b/reference/comparison.html @@ -13,7 +13,7 @@ - Comparison Table NumPy/ DPNP/ CuPy — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + Comparison Table NumPy/ DPNP/ CuPy — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
@@ -112,7 +112,7 @@

Comparison Table NumPy/ DPNP/ CuPy

Here is a list of NumPy and CuPy APIs and its corresponding DPNP implementations.

- in DPNP column means that DPNP implementation is not provided yet.

-

NumPy(v1.23.5) / DPNP(v0.16.0dev0+85.g8acbe64f99) / CuPy(v9.6.0) APIs

+

NumPy(v1.23.5) / DPNP(v0.16.0dev0+86.ge33a82bd64) / CuPy(v9.6.0) APIs

Summary

diff --git a/reference/creation.html b/reference/creation.html index 91a1d8f9ee0..8d3d8349020 100644 --- a/reference/creation.html +++ b/reference/creation.html @@ -13,7 +13,7 @@ - Array creation routines — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + Array creation routines — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/dtype.html b/reference/dtype.html index 41370ba6d26..5daac2e8383 100644 --- a/reference/dtype.html +++ b/reference/dtype.html @@ -13,7 +13,7 @@ - Data type routines — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + Data type routines — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/dtypes_table.html b/reference/dtypes_table.html index 402d8f73af5..d7ada8180da 100644 --- a/reference/dtypes_table.html +++ b/reference/dtypes_table.html @@ -13,7 +13,7 @@ - Available array data types — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + Available array data types — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
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diff --git a/reference/generated/dpnp.any.html b/reference/generated/dpnp.any.html index 378e026b02e..7406a5b8fc2 100644 --- a/reference/generated/dpnp.any.html +++ b/reference/generated/dpnp.any.html @@ -13,7 +13,7 @@ - dpnp.any — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.any — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
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dpnp.arctanh - +

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diff --git a/reference/generated/dpnp.argsort.html b/reference/generated/dpnp.argsort.html index 7b3fd27ae56..977da29ff78 100644 --- a/reference/generated/dpnp.argsort.html +++ b/reference/generated/dpnp.argsort.html @@ -13,7 +13,7 @@ - dpnp.argsort — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.argsort — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
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diff --git a/reference/generated/dpnp.asarray.html b/reference/generated/dpnp.asarray.html index df26c180bf2..9a93db1bbfb 100644 --- a/reference/generated/dpnp.asarray.html +++ b/reference/generated/dpnp.asarray.html @@ -13,7 +13,7 @@ - dpnp.asarray — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.asarray — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
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- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.average.html b/reference/generated/dpnp.average.html index 9e4a8ac5fbe..644b641c959 100644 --- a/reference/generated/dpnp.average.html +++ b/reference/generated/dpnp.average.html @@ -13,7 +13,7 @@ - dpnp.average — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.average — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.bincount.html b/reference/generated/dpnp.bincount.html index d8dc89c5855..ab95d9655c4 100644 --- a/reference/generated/dpnp.bincount.html +++ b/reference/generated/dpnp.bincount.html @@ -13,7 +13,7 @@ - dpnp.bincount — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.bincount — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.bitwise_and.html b/reference/generated/dpnp.bitwise_and.html index 8fb8af90498..1c397d68a8d 100644 --- a/reference/generated/dpnp.bitwise_and.html +++ b/reference/generated/dpnp.bitwise_and.html @@ -13,7 +13,7 @@ - dpnp.bitwise_and — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.bitwise_and — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.bitwise_not.html b/reference/generated/dpnp.bitwise_not.html index c73bc94054f..4926565ca34 100644 --- a/reference/generated/dpnp.bitwise_not.html +++ b/reference/generated/dpnp.bitwise_not.html @@ -13,7 +13,7 @@ - dpnp.bitwise_not — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.bitwise_not — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.bitwise_or.html b/reference/generated/dpnp.bitwise_or.html index 7e2261edcb1..f37b64b6198 100644 --- a/reference/generated/dpnp.bitwise_or.html +++ b/reference/generated/dpnp.bitwise_or.html @@ -13,7 +13,7 @@ - dpnp.bitwise_or — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.bitwise_or — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.bitwise_xor.html b/reference/generated/dpnp.bitwise_xor.html index a0a29436976..19fe51f22eb 100644 --- a/reference/generated/dpnp.bitwise_xor.html +++ b/reference/generated/dpnp.bitwise_xor.html @@ -13,7 +13,7 @@ - dpnp.bitwise_xor — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.bitwise_xor — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.broadcast_arrays.html b/reference/generated/dpnp.broadcast_arrays.html index 7ccab0bc1ae..09570865e17 100644 --- a/reference/generated/dpnp.broadcast_arrays.html +++ b/reference/generated/dpnp.broadcast_arrays.html @@ -13,7 +13,7 @@ - dpnp.broadcast_arrays — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.broadcast_arrays — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.broadcast_to.html b/reference/generated/dpnp.broadcast_to.html index 47bfa3a5afd..0129fca49b8 100644 --- a/reference/generated/dpnp.broadcast_to.html +++ b/reference/generated/dpnp.broadcast_to.html @@ -13,7 +13,7 @@ - dpnp.broadcast_to — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.broadcast_to — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.can_cast.html b/reference/generated/dpnp.can_cast.html index 8f7cb0cc87d..7ad0d6be511 100644 --- a/reference/generated/dpnp.can_cast.html +++ b/reference/generated/dpnp.can_cast.html @@ -13,7 +13,7 @@ - dpnp.can_cast — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.can_cast — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.cbrt.html b/reference/generated/dpnp.cbrt.html index e8ec2b29593..3a3a983aef3 100644 --- a/reference/generated/dpnp.cbrt.html +++ b/reference/generated/dpnp.cbrt.html @@ -13,7 +13,7 @@ - dpnp.cbrt — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.cbrt — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.ceil.html b/reference/generated/dpnp.ceil.html index 9c0969c5644..504e1e04977 100644 --- a/reference/generated/dpnp.ceil.html +++ b/reference/generated/dpnp.ceil.html @@ -13,7 +13,7 @@ - dpnp.ceil — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.ceil — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.choose.html b/reference/generated/dpnp.choose.html index 2232d7d57a8..c755ee6d116 100644 --- a/reference/generated/dpnp.choose.html +++ b/reference/generated/dpnp.choose.html @@ -13,7 +13,7 @@ - dpnp.choose — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.choose — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.clip.html b/reference/generated/dpnp.clip.html index b19b86f5253..6b7e291d7f9 100644 --- a/reference/generated/dpnp.clip.html +++ b/reference/generated/dpnp.clip.html @@ -13,7 +13,7 @@ - dpnp.clip — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.clip — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.column_stack.html b/reference/generated/dpnp.column_stack.html index 258c7117053..1f181f99572 100644 --- a/reference/generated/dpnp.column_stack.html +++ b/reference/generated/dpnp.column_stack.html @@ -13,7 +13,7 @@ - dpnp.column_stack — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.column_stack — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.concatenate.html b/reference/generated/dpnp.concatenate.html index 715bbb31f87..5297442282a 100644 --- a/reference/generated/dpnp.concatenate.html +++ b/reference/generated/dpnp.concatenate.html @@ -13,7 +13,7 @@ - dpnp.concatenate — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.concatenate — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.conj.html b/reference/generated/dpnp.conj.html index 8786a5ef073..28060f7a9e9 100644 --- a/reference/generated/dpnp.conj.html +++ b/reference/generated/dpnp.conj.html @@ -13,7 +13,7 @@ - dpnp.conj — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.conj — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.conjugate.html b/reference/generated/dpnp.conjugate.html index 464eed0132f..f39ed4a1a04 100644 --- a/reference/generated/dpnp.conjugate.html +++ b/reference/generated/dpnp.conjugate.html @@ -13,7 +13,7 @@ - dpnp.conjugate — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.conjugate — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.convolve.html b/reference/generated/dpnp.convolve.html index 1e7167cc3f3..5647e5e85a3 100644 --- a/reference/generated/dpnp.convolve.html +++ b/reference/generated/dpnp.convolve.html @@ -13,7 +13,7 @@ - dpnp.convolve — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.convolve — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.copy.html b/reference/generated/dpnp.copy.html index 23d475bcf23..7f99e1f640b 100644 --- a/reference/generated/dpnp.copy.html +++ b/reference/generated/dpnp.copy.html @@ -13,7 +13,7 @@ - dpnp.copy — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.copy — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.copysign.html b/reference/generated/dpnp.copysign.html index f03df643aaa..50d38a907bd 100644 --- a/reference/generated/dpnp.copysign.html +++ b/reference/generated/dpnp.copysign.html @@ -13,7 +13,7 @@ - dpnp.copysign — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.copysign — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.copyto.html b/reference/generated/dpnp.copyto.html index bbf95a7bd87..d0b01c3a5b0 100644 --- a/reference/generated/dpnp.copyto.html +++ b/reference/generated/dpnp.copyto.html @@ -13,7 +13,7 @@ - dpnp.copyto — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.copyto — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.correlate.html b/reference/generated/dpnp.correlate.html index d957dd507a3..d75da498702 100644 --- a/reference/generated/dpnp.correlate.html +++ b/reference/generated/dpnp.correlate.html @@ -13,7 +13,7 @@ - dpnp.correlate — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.correlate — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.cos.html b/reference/generated/dpnp.cos.html index dee2d3319b9..fa0b83ca3d0 100644 --- a/reference/generated/dpnp.cos.html +++ b/reference/generated/dpnp.cos.html @@ -13,7 +13,7 @@ - dpnp.cos — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.cos — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.cosh.html b/reference/generated/dpnp.cosh.html index 7a3ffb8c59e..830e424f5b8 100644 --- a/reference/generated/dpnp.cosh.html +++ b/reference/generated/dpnp.cosh.html @@ -13,7 +13,7 @@ - dpnp.cosh — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.cosh — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.count_nonzero.html b/reference/generated/dpnp.count_nonzero.html index 15a43fb6019..4e0bcaef062 100644 --- a/reference/generated/dpnp.count_nonzero.html +++ b/reference/generated/dpnp.count_nonzero.html @@ -13,7 +13,7 @@ - dpnp.count_nonzero — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.count_nonzero — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.cov.html b/reference/generated/dpnp.cov.html index 24f35ce09fe..24a25800e50 100644 --- a/reference/generated/dpnp.cov.html +++ b/reference/generated/dpnp.cov.html @@ -13,7 +13,7 @@ - dpnp.cov — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.cov — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.cross.html b/reference/generated/dpnp.cross.html index 56a8f63eb80..6f0a33e89bd 100644 --- a/reference/generated/dpnp.cross.html +++ b/reference/generated/dpnp.cross.html @@ -13,7 +13,7 @@ - dpnp.cross — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.cross — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.cumlogsumexp.html b/reference/generated/dpnp.cumlogsumexp.html index cb1df344768..8ed08ea3c42 100644 --- a/reference/generated/dpnp.cumlogsumexp.html +++ b/reference/generated/dpnp.cumlogsumexp.html @@ -13,7 +13,7 @@ - dpnp.cumlogsumexp — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.cumlogsumexp — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.cumprod.html b/reference/generated/dpnp.cumprod.html index 519b6aff765..646ff7b2c9e 100644 --- a/reference/generated/dpnp.cumprod.html +++ b/reference/generated/dpnp.cumprod.html @@ -13,7 +13,7 @@ - dpnp.cumprod — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.cumprod — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.cumsum.html b/reference/generated/dpnp.cumsum.html index 2109f033d04..de6a5c14f6b 100644 --- a/reference/generated/dpnp.cumsum.html +++ b/reference/generated/dpnp.cumsum.html @@ -13,7 +13,7 @@ - dpnp.cumsum — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.cumsum — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
diff --git a/reference/generated/dpnp.deg2rad.html b/reference/generated/dpnp.deg2rad.html index 32a239788f0..2564f4ee24c 100644 --- a/reference/generated/dpnp.deg2rad.html +++ b/reference/generated/dpnp.deg2rad.html @@ -13,7 +13,7 @@ - dpnp.deg2rad — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.deg2rad — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,14 +24,14 @@ - + - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
@@ -115,9 +115,32 @@

dpnp.deg2rad

-dpnp.deg2rad(x1)[source]
+dpnp.deg2rad(x, out=None, where=True, order='K', dtype=None, subok=True, **kwargs)

Convert angles from degrees to radians.

For full documentation refer to numpy.deg2rad.

+
+
Parameters:
+
    +

  • x ({dpnp.ndarray, usm_ndarray}) -- Angles in degrees.

    • +

  • out ({None, dpnp.ndarray, usm_ndarray}, optional) -- Output array to populate. +Array must have the correct shape and the expected data type. +Default: None.

    • +

  • order ({"C", "F", "A", "K"}, optional) -- Memory layout of the newly output array, if parameter out is None. +Default: "K".

    • +
+
+
Returns:
+

out -- The corresponding angle in radians. The data type of the returned array is +determined by the Type Promotion Rules.

+
+
Return type:
+

dpnp.ndarray

+
+
+

Limitations

+

Parameters where and subok are supported with their default values. +Keyword argument kwargs is currently unsupported. +Otherwise NotImplementedError exception will be raised.

See also

@@ -125,10 +148,19 @@

dpnp.deg2raddpnp.unwrap

Remove large jumps in angle by wrapping.

+
dpnp.radians

Equivalent function.

+

Notes

-

This function works exactly the same as dpnp.radians.

+

dpnp.deg2rad(x) is x * pi / 180.

+

Examples

+
>>> import dpnp as np
+>>> x = np.array(180)
+>>> np.deg2rad(x)
+array(3.14159265)
+
+
@@ -137,7 +169,7 @@

dpnp.deg2rad - +

diff --git a/reference/generated/dpnp.degrees.html b/reference/generated/dpnp.degrees.html index 414ee32810a..0dc9089faae 100644 --- a/reference/generated/dpnp.degrees.html +++ b/reference/generated/dpnp.degrees.html @@ -13,7 +13,7 @@ - dpnp.degrees — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.degrees — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,14 +24,14 @@ - + - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
@@ -61,36 +61,18 @@
  • Quick Start Guide
  • API Reference
    • diff --git a/reference/generated/dpnp.diag.html b/reference/generated/dpnp.diag.html index 57b9f96b74b..c796bca7128 100644 --- a/reference/generated/dpnp.diag.html +++ b/reference/generated/dpnp.diag.html @@ -13,7 +13,7 @@ - dpnp.diag — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.diag — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
    - 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
    diff --git a/reference/generated/dpnp.diag_indices.html b/reference/generated/dpnp.diag_indices.html index a5cceffe5bb..e532a9cb84b 100644 --- a/reference/generated/dpnp.diag_indices.html +++ b/reference/generated/dpnp.diag_indices.html @@ -13,7 +13,7 @@ - dpnp.diag_indices — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.diag_indices — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
    - 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
    diff --git a/reference/generated/dpnp.diag_indices_from.html b/reference/generated/dpnp.diag_indices_from.html index 0b21fe37f49..791faf67384 100644 --- a/reference/generated/dpnp.diag_indices_from.html +++ b/reference/generated/dpnp.diag_indices_from.html @@ -13,7 +13,7 @@ - dpnp.diag_indices_from — Data Parallel Extension for NumPy 0.16.0dev0+85.g8acbe64f99 documentation + dpnp.diag_indices_from — Data Parallel Extension for NumPy 0.16.0dev0+86.ge33a82bd64 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
    - 0.16.0dev0+85.g8acbe64f99 + 0.16.0dev0+86.ge33a82bd64
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  • Quick Start Guide
  • API Reference
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462, 466], "To": [4, 328], "With": [28, 29, 44, 183, 206, 212, 218, 219, 225, 227, 338, 425], "_": [0, 145, 422], "__array_interface__": 87, "__bool__": 462, "__dlpack__": 131, "__dlpack_device__": 131, "__eq__": [85, 87, 122, 346], "__ge__": [85, 87, 122, 346], "__getitem__": [85, 87, 122], "__gt__": [85, 87, 122, 346], "__iter__": 122, "__le__": [85, 87, 122, 346], "__len__": [85, 87], "__lt__": [85, 87, 122, 346], "__main__": 0, "__name__": 0, "__ne__": [85, 87, 122, 346], "__next__": 122, "__setitem__": [85, 122], "__sycl_usm_array_interface__": 37, "_dtypes_list": 0, "a1": 33, "a2": 33, "a_": 10, "a_k": 10, "a_m": 10, "a_max": 56, "a_min": 56, "ab": [6, 10, 12, 15], "abc": 89, "abcd": 90, "about": [36, 38, 85, 121, 174, 293, 462], "abov": [3, 71, 76, 79, 151, 185, 203, 398, 436, 437, 441], "absolut": [6, 11, 15, 18, 101, 186, 226, 228, 339, 423, 449], "accept": [30, 89, 346, 417, 438, 442], "access": [10, 77, 78, 120, 204, 438, 442, 462], "accord": [14, 19, 44, 52, 87, 121, 174, 175, 176, 177, 203, 208, 223, 226, 228, 398, 403, 423, 449], "accordingli": [222, 224], "account": 401, "accumul": [71, 72, 73, 89, 144, 220, 221, 225, 227, 338, 425, 433], "accur": [87, 98, 141, 195, 197], "achiev": 89, "across": [80, 145, 220, 221, 225, 227], "activ": 4, "actual": [87, 144, 145, 171, 182], "ad": [15, 87, 90, 97, 173, 186, 466], "add": [6, 87], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "addit": [71, 171, 223], "address": 87, "advanc": 89, "advers": 89, "advis": 4, "affect": [20, 80, 89, 120, 144, 145], "after": [86, 120, 327, 365, 405], "ag": 87, "against": [15, 28, 29, 50, 51, 56, 140, 183, 184, 206, 212, 218, 219, 225, 227, 338, 342, 425, 428], "ai": [3, 342, 428], "ai_max": 428, "ai_min": 428, "ainv": [178, 189], "al": 10, "algebra": [455, 466], "algorithm": [10, 89, 90], "alia": [10, 16, 17, 83, 102, 108, 121, 214, 229, 346, 376, 379, 381, 399, 408, 444, 451], "alias": 9, "align": 87, "all": [4, 6, 9, 15, 19, 33, 40, 44, 57, 68, 81, 85, 86, 87, 89, 90, 95, 96, 98, 100, 106, 111, 120, 123, 124, 125, 132, 133, 135, 139, 141, 146, 148, 171, 181, 184, 191, 202, 206, 212, 218, 219, 222, 224, 282, 285, 292, 305, 338, 348, 405, 408, 421, 425, 451, 462], "allclos": [6, 33, 154, 178, 184, 185, 187, 188, 190], "alloc": [3, 4, 20, 32, 34, 35, 36, 37, 38, 40, 44, 62, 71, 76, 77, 79, 85, 91, 92, 100, 104, 118, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 160, 161, 191, 192, 202, 203, 204, 208, 211, 223, 226, 228, 282, 330, 331, 332, 346, 368, 373, 374, 375, 376, 377, 378, 379, 381, 387, 390, 398, 421, 423, 436, 438, 442, 448, 449, 453, 454], "allow": [40, 85, 89, 144, 145, 204, 282, 311, 427, 462], "alltru": 6, "almost": [174, 438], "along": [3, 4, 14, 16, 17, 19, 28, 29, 30, 44, 57, 58, 68, 71, 72, 73, 76, 77, 79, 80, 81, 85, 86, 88, 99, 102, 106, 108, 120, 123, 124, 125, 128, 129, 134, 139, 141, 146, 151, 183, 185, 189, 190, 191, 202, 203, 206, 207, 208, 209, 210, 212, 213, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 279, 280, 281, 288, 289, 299, 301, 306, 307, 318, 320, 322, 323, 325, 335, 338, 340, 341, 342, 398, 400, 405, 406, 408, 417, 422, 423, 425, 427, 428, 431, 432, 433, 435, 438, 439, 442, 443, 449, 451, 462], "alpha": [347, 352, 353, 369, 372], "alreadi": [4, 10, 35, 41, 42, 43, 333], "also": [3, 10, 13, 18, 20, 26, 46, 48, 49, 63, 83, 87, 89, 93, 97, 127, 128, 129, 130, 134, 136, 141, 142, 143, 144, 147, 168, 169, 170, 171, 197, 204, 207, 213, 214, 216, 217, 328, 329, 337, 384, 399, 403, 424, 427, 444, 462], "alter": 80, "altern": [3, 4, 14, 19, 72, 73, 84, 85, 205, 206, 208, 212, 220, 221, 223, 225, 226, 227, 228, 324, 338, 423, 425, 449], "although": [18, 87, 111, 432], "alwai": [4, 10, 30, 34, 40, 80, 85, 101, 175, 177, 226, 228, 282, 328, 401, 418, 423, 449], "amax": [6, 206], "ambigu": 462, "amin": [6, 212], "amplitud": 10, "an": [0, 3, 4, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 59, 60, 62, 63, 66, 67, 71, 72, 73, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 102, 104, 108, 118, 120, 121, 123, 124, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 155, 156, 157, 158, 159, 163, 168, 169, 170, 173, 176, 179, 181, 182, 183, 185, 186, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 206, 207, 208, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 236, 281, 282, 283, 284, 287, 297, 299, 305, 307, 310, 311, 314, 316, 317, 321, 322, 324, 326, 328, 329, 330, 331, 332, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 346, 348, 353, 354, 356, 365, 368, 373, 374, 375, 376, 377, 378, 379, 381, 382, 387, 390, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 436, 437, 438, 439, 441, 442, 443, 444, 445, 446, 448, 449, 451, 452, 453, 454, 462], "anaconda": [3, 4], "analysi": 10, "analyt": 3, "angl": [6, 10, 25, 26, 74, 75, 344, 345, 447], "ani": [3, 6, 14, 15, 30, 32, 34, 35, 36, 37, 38, 40, 50, 51, 62, 76, 79, 81, 85, 87, 89, 90, 120, 137, 138, 139, 141, 145, 146, 156, 163, 164, 180, 190, 191, 202, 204, 222, 224, 282, 346, 390, 417, 448, 462], "anoth": [4, 64, 85, 99, 131, 287, 307, 335, 341, 406], "answer": 348, "anti": [80, 120], "anyth": 87, "ap": 179, "api": [0, 2, 3, 6, 20, 32, 34, 35, 36, 37, 38, 40, 62, 76, 77, 79, 85, 87, 91, 92, 100, 104, 118, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 191, 192, 202, 204, 211, 282, 330, 331, 332, 346, 368, 373, 374, 375, 376, 377, 378, 379, 381, 382, 387, 390, 436, 438, 442, 448, 453, 454], "appear": [97, 124, 125], "append": [0, 6, 81, 90, 97, 108, 168], "appli": [28, 29, 30, 44, 52, 89, 402, 431], "applic": [10, 87], "apply_along_axi": 6, "apply_over_ax": 6, "approach": [87, 108], "appropri": [4, 28, 29, 102, 108, 140, 190, 218, 219, 222, 224, 346, 374, 377, 427, 462], "approxim": 121, "ar": [3, 4, 10, 11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 40, 41, 42, 43, 44, 46, 47, 48, 49, 50, 53, 54, 56, 57, 58, 59, 60, 63, 64, 65, 66, 67, 68, 69, 71, 72, 73, 75, 76, 80, 81, 83, 84, 85, 87, 88, 89, 90, 93, 94, 95, 96, 97, 98, 100, 101, 103, 105, 107, 109, 110, 112, 113, 114, 115, 116, 117, 119, 123, 124, 125, 126, 127, 128, 129, 130, 134, 139, 141, 142, 143, 144, 145, 147, 152, 153, 154, 157, 158, 159, 168, 169, 170, 171, 174, 175, 176, 177, 179, 180, 181, 182, 183, 184, 188, 189, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 212, 213, 214, 215, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 282, 304, 305, 326, 327, 328, 329, 334, 335, 336, 337, 338, 339, 342, 343, 345, 346, 347, 348, 350, 353, 354, 355, 356, 357, 358, 359, 360, 361, 363, 364, 365, 368, 369, 371, 372, 374, 377, 378, 380, 386, 388, 389, 390, 391, 392, 393, 394, 395, 397, 398, 399, 403, 404, 405, 407, 408, 409, 410, 411, 413, 414, 415, 417, 419, 420, 422, 423, 424, 425, 427, 429, 430, 431, 433, 435, 439, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 462], "arang": [0, 6, 13, 28, 29, 41, 42, 43, 44, 45, 56, 63, 75, 76, 77, 78, 80, 83, 84, 85, 89, 93, 95, 96, 98, 99, 102, 123, 130, 138, 139, 141, 144, 151, 152, 167, 183, 191, 194, 195, 198, 199, 200, 201, 202, 204, 205, 206, 210, 212, 214, 217, 290, 329, 332, 335, 337, 341, 345, 370, 399, 402, 405, 424, 431, 433, 438, 439, 442, 443, 444, 452, 454], "arbitrari": [39, 84, 87, 89, 152, 205, 402, 438, 442], "arbitrarili": 89, "arc": [18, 25], "arcco": [6, 22, 23, 25, 26, 66], "arccosh": [6, 21, 24, 27, 67], "arcsin": [6, 21, 24, 25, 26, 415], "arcsinh": [6, 22, 23, 27, 416], "arctan": [6, 18, 21, 23, 26, 27, 429], "arctan2": [6, 18, 25], "arctanh": [6, 22, 24, 25, 26, 430], "arg": [50, 346], "arg1": [165, 166], "arg2": [165, 166], "argmax": [0, 6, 29, 85, 218, 342, 428, 462], "argmin": [6, 28, 85, 219, 428, 462], "argpartit": [6, 30, 342, 428, 462], "argsort": [6, 85, 342, 410, 417, 428, 434, 462], "argument": [0, 10, 11, 12, 13, 15, 18, 20, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 52, 53, 54, 56, 58, 63, 66, 67, 83, 84, 85, 87, 88, 90, 94, 95, 96, 98, 126, 127, 128, 129, 130, 147, 150, 153, 164, 165, 166, 168, 182, 183, 194, 195, 196, 197, 204, 205, 207, 213, 214, 215, 217, 311, 324, 326, 327, 336, 337, 339, 341, 397, 399, 402, 403, 404, 409, 413, 414, 415, 416, 422, 424, 429, 430, 431, 435, 444, 445, 462], "argwher": [6, 328], "ari": [41, 42, 43], "arithmet": [44, 139, 208, 209, 223, 226, 228, 336, 423, 425, 449, 455, 466], "around": [6, 85, 139, 341, 407], "arr": [78, 87, 145, 343, 370, 439, 443], "arr2": 87, "arr_t": [40, 85, 282], "arrai": [0, 2, 3, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 108, 109, 110, 111, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 230, 236, 279, 280, 281, 282, 283, 284, 287, 290, 291, 292, 293, 295, 296, 297, 298, 300, 302, 303, 305, 307, 308, 309, 310, 311, 312, 314, 315, 316, 317, 318, 319, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 345, 346, 347, 348, 350, 351, 353, 354, 355, 356, 357, 358, 359, 360, 361, 365, 368, 369, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 466], "array2str": 6, "array_equ": 6, "array_equiv": [6, 33], "array_lik": [32, 34, 35, 36, 37, 38, 39, 44, 62, 64, 76, 79, 99, 137, 138, 139, 156, 163, 191, 202, 335, 341, 342, 346, 412, 427, 431, 448], "array_of_diagon": 80, "array_repr": 6, "array_split": [6, 58], "array_str": 6, "arrays_and_dtyp": 402, "art": 10, "asanyarrai": [6, 35, 38], "asarrai": [4, 6, 34, 36, 38, 39], "asarray_chkfinit": [6, 34, 35], "ascend": [175, 177, 410], "ascii": 87, "ascontiguousarrai": [6, 34, 35, 38], "asfarrai": [6, 34, 35], "asfortranarrai": [6, 34, 35, 36], "asmatrix": 6, "asnumpi": 85, "aspect": 87, "assembl": [58, 86, 146, 408, 422, 451], "assign": [85, 292, 438, 442], "associ": [44, 144, 145, 462], "assum": [10, 44, 90, 181, 184, 188, 204], "astyp": [6, 85, 139, 328], "atleast_1d": [6, 42, 43, 97], "atleast_2d": [6, 41, 43, 97], "atleast_3d": [6, 41, 42, 97], "atol": [15, 154], "attain": 0, "attempt": [84, 182], "attribut": [85, 87, 92, 121, 138, 149, 185, 332, 454, 455], "automat": [144, 145], "avail": [2, 3, 4, 10, 15, 65, 68, 69, 75, 87, 88, 94, 154, 209, 215, 218, 219, 222, 224, 225, 345, 435, 447, 455, 462], "averag": [6, 85, 208, 223, 300, 425, 466], "avg": 44, "avoid": [42, 43], "aweight": 69, "ax": [14, 19, 28, 29, 44, 71, 81, 84, 85, 89, 97, 103, 105, 106, 109, 110, 111, 114, 115, 117, 119, 123, 141, 152, 183, 187, 189, 190, 203, 205, 206, 208, 212, 216, 218, 219, 222, 223, 224, 225, 226, 227, 228, 314, 321, 324, 333, 338, 398, 405, 406, 421, 423, 425, 426, 431, 432, 433, 434, 449], "axi": [14, 16, 17, 19, 28, 29, 30, 44, 57, 58, 68, 70, 71, 72, 73, 80, 81, 85, 86, 88, 89, 97, 99, 102, 106, 107, 108, 112, 113, 116, 123, 124, 125, 128, 129, 134, 139, 141, 146, 151, 179, 183, 191, 202, 203, 205, 206, 207, 208, 209, 212, 213, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 277, 278, 279, 280, 281, 288, 289, 295, 299, 300, 301, 305, 306, 307, 310, 316, 317, 318, 320, 322, 324, 325, 334, 335, 338, 340, 341, 342, 395, 398, 400, 401, 405, 406, 408, 417, 421, 422, 423, 425, 426, 427, 428, 431, 432, 433, 434, 435, 449, 451, 462], "axis1": [80, 85, 290, 321, 323, 426, 433], "axis2": [80, 85, 290, 321, 323, 426, 433], "axisa": 70, "axisb": 70, "axisc": 70, "axiserror": [30, 417], "b": [10, 13, 15, 28, 29, 46, 49, 57, 58, 64, 70, 73, 84, 85, 86, 87, 88, 89, 90, 93, 132, 133, 142, 143, 146, 152, 167, 169, 170, 173, 179, 182, 183, 184, 186, 187, 188, 189, 190, 198, 200, 205, 206, 212, 327, 329, 333, 337, 347, 402, 408, 422, 431, 432, 435, 440, 450, 451], "back": [85, 134, 295, 395, 401, 406, 440], "backend": [2, 140, 349, 351, 352, 362, 367, 383], "backward": [10, 40, 85, 102, 108, 141, 282, 405, 406], "bad": 358, "bartlett": 6, "base": [0, 4, 87, 89, 96, 99, 139, 144, 145, 188, 193, 194, 195, 196, 202, 205, 335, 337, 341, 343], "base_repr": 6, "basic": [52, 89, 462, 466], "batch": [103, 105, 109, 110, 114, 115, 117, 119], "bc": [173, 186], "bcde": 90, "becaus": [10, 14, 19, 462], "becom": [10, 85, 144, 324], "been": [86, 342, 406, 428], "befor": [4, 30, 58, 71, 85, 108, 124, 125, 190, 203, 206, 212, 226, 228, 305, 316, 338, 398, 405, 406, 417, 423, 425, 432, 449, 450], "begin": [90, 139, 191, 202], "behav": [192, 341], "behavior": [85, 287, 432], "behind": [85, 305], "being": [3, 87, 128, 129, 207, 213], "belong": [82, 144], "below": [0, 4, 9, 76, 79, 87, 181, 436, 437, 441, 462], "best": 90, "beta": [6, 357], "between": [15, 20, 52, 81, 88, 121, 133, 136, 141, 152, 191, 202, 363, 377, 424, 447], "beyond": [4, 405], "bia": 69, "big": 87, "bin": [82, 102, 104, 118, 144, 145, 384], "bin_edg": [144, 145], "binari": [46, 48, 49, 132, 133, 135, 136, 455, 466], "binary_repr": 6, "bincount": [6, 82, 144], "binomi": [6, 365], "bins_0": 145, "bins_1": 145, "bit": [46, 47, 48, 49, 87, 121, 149, 153, 168, 198, 200, 201, 225, 227, 403, 414, 466], "bitwis": [46, 48, 49], "bitwise_and": [6, 47, 48, 49, 153, 198], "bitwise_not": 6, "bitwise_or": [6, 46, 47, 49, 153, 200], "bitwise_xor": [6, 46, 47, 48, 153, 201], "biufcmmosuv": 87, "blackman": 6, "block": [6, 58, 86, 120, 146, 167, 408, 422, 451], "bmat": 6, "bool": [9, 14, 19, 28, 29, 32, 37, 40, 44, 52, 64, 71, 82, 85, 87, 90, 93, 116, 120, 139, 142, 143, 144, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 169, 170, 171, 181, 183, 184, 188, 191, 202, 203, 206, 208, 210, 212, 218, 219, 222, 223, 224, 225, 226, 227, 228, 282, 328, 329, 338, 398, 401, 414, 423, 425, 427, 448, 449, 462], "bool_": 9, "boolean": [46, 47, 48, 49, 64, 71, 87, 99, 151, 153, 154, 157, 158, 159, 160, 161, 162, 198, 200, 203, 204, 208, 223, 225, 226, 228, 328, 335, 398, 401, 423, 427, 449], "both": [10, 13, 15, 26, 44, 46, 48, 49, 56, 63, 70, 83, 84, 93, 127, 128, 129, 130, 142, 143, 147, 152, 167, 168, 169, 170, 183, 197, 198, 200, 201, 205, 207, 213, 214, 217, 227, 327, 329, 337, 399, 403, 424, 431, 433, 438, 440, 442, 444, 450, 452], "bound": [341, 410, 427], "boundari": [141, 341], "briefli": 462, "broadcast": [13, 14, 19, 28, 29, 44, 50, 51, 56, 64, 83, 89, 99, 128, 129, 147, 160, 161, 183, 184, 201, 203, 205, 206, 207, 208, 212, 213, 217, 218, 219, 223, 225, 226, 227, 228, 337, 338, 341, 342, 398, 400, 423, 424, 425, 428, 432, 444, 449, 452], "broadcast_arrai": [6, 51], "broadcast_shap": 6, "broadcast_to": [6, 50, 432], "brought": 10, "buffer": [37, 72, 73, 85, 132, 133, 135, 136, 192, 206, 212, 220, 221, 401], "buffer_lik": 132, "build": 466, "build_loc": 4, "built": 87, "busday_count": 6, "busday_offset": 6, "byte": [6, 40, 85, 87, 89, 132, 133, 192, 282, 298, 302], "byte_bound": 6, "byteord": 87, "byteswap": 6, "bz2": 192, "c": [2, 4, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 32, 34, 35, 36, 38, 39, 40, 46, 47, 48, 49, 53, 54, 56, 59, 60, 62, 63, 66, 67, 70, 83, 84, 85, 87, 89, 90, 91, 92, 93, 95, 96, 98, 100, 101, 126, 127, 128, 129, 130, 137, 138, 140, 142, 143, 147, 150, 152, 153, 157, 158, 159, 167, 168, 169, 170, 173, 179, 182, 183, 186, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 205, 207, 213, 214, 217, 282, 287, 295, 308, 326, 327, 328, 329, 331, 332, 336, 337, 339, 395, 397, 399, 401, 403, 404, 409, 413, 414, 415, 416, 419, 420, 424, 429, 430, 431, 432, 444, 445, 452, 453, 454], "c_contigu": [36, 38, 85, 287], "ca": 61, "calcul": [10, 11, 12, 13, 18, 26, 44, 71, 73, 81, 83, 88, 89, 93, 95, 96, 98, 102, 111, 126, 127, 130, 141, 145, 147, 174, 175, 176, 177, 179, 184, 195, 197, 203, 205, 208, 214, 217, 223, 226, 228, 329, 337, 338, 398, 399, 423, 424, 444, 449, 450, 455], "call": [10, 18, 28, 29, 30, 36, 38, 87, 108, 134, 174, 176, 182, 204, 236, 328, 421, 427, 432], "callabl": [134, 204], "cambridg": 10, "can": [0, 3, 4, 10, 13, 15, 20, 26, 30, 32, 34, 35, 36, 37, 38, 39, 40, 44, 46, 47, 48, 49, 52, 62, 63, 70, 76, 77, 79, 80, 83, 84, 85, 87, 89, 90, 91, 92, 93, 100, 102, 104, 108, 118, 120, 127, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139, 141, 142, 143, 146, 147, 148, 151, 152, 153, 156, 163, 164, 167, 168, 169, 170, 171, 178, 179, 180, 190, 191, 192, 197, 198, 200, 201, 202, 204, 205, 207, 211, 213, 214, 217, 225, 227, 282, 316, 326, 327, 328, 329, 330, 331, 332, 336, 337, 342, 346, 368, 373, 374, 375, 376, 377, 378, 379, 381, 382, 387, 390, 399, 401, 403, 417, 424, 427, 428, 431, 433, 436, 438, 442, 443, 444, 448, 450, 452, 453, 454, 462], "can_cast": [6, 466], "cannot": [58, 85, 218, 219, 314, 421, 422], "capabl": [20, 32, 34, 35, 36, 38, 44, 101, 139, 191, 202, 205], "care": [20, 174], "cartesian": 210, "case": [4, 14, 19, 20, 28, 29, 32, 34, 35, 36, 38, 44, 62, 72, 73, 76, 79, 81, 90, 91, 92, 100, 104, 118, 132, 133, 134, 135, 137, 138, 139, 141, 148, 174, 185, 188, 191, 192, 202, 211, 220, 221, 225, 227, 330, 331, 332, 338, 401, 425, 431, 436, 448, 453, 454, 462], "cast": [14, 19, 40, 52, 58, 64, 71, 72, 73, 85, 89, 146, 174, 203, 205, 208, 220, 221, 223, 225, 226, 227, 228, 282, 338, 398, 408, 422, 423, 425, 449, 451], "cat": [348, 365], "cauchi": 384, "cbrt": [6, 419], "cdef": 90, "cdot": 431, "cdoubl": 9, "ceil": [6, 31, 126, 127, 404, 407, 445], "center": [104, 106, 111, 118], "central": [141, 366, 367], "certain": [87, 204], "cfloat": 9, "ch": 10, "chain": [84, 85, 89, 90], "chang": [40, 62, 70, 85, 87, 89, 99, 220, 221, 282, 295, 319, 324, 326, 335, 336, 341, 342, 343, 395, 401, 406, 447, 466], "char": 87, "charact": [87, 133], "check": [14, 19, 34, 35, 52, 156, 163, 171, 184, 187], "check_valid": 364, "chi": [350, 366], "chisquar": 6, "choic": [6, 55, 85, 175, 177, 283], "choicelist": 411, "choleski": 6, "choos": [6, 18, 25, 85, 90, 452, 462], "chosen": [144, 452], "circl": 186, "clamp": [341, 427], "clariti": 120, "class": [3, 85, 87, 88, 122, 132, 133, 134, 136, 151, 192, 346, 374, 436, 466], "classic": 89, "clear": [87, 462], "clip": [6, 85, 341, 427, 462], "close": [21, 22, 23, 25, 39, 40, 85, 89, 97, 191, 282, 346, 374, 404, 407], "closer": 445, "cloud": 3, "cmake": 4, "co": [6, 21, 67, 176, 415, 429], "code": [37, 87, 165], "coeffici": [179, 187, 190], "coerc": [37, 132, 133, 134, 135, 136, 192], "coin": 348, "col": 151, "collaps": [85, 295], "column": [6, 34, 35, 36, 38, 39, 40, 57, 58, 72, 73, 80, 85, 86, 100, 120, 124, 125, 141, 146, 148, 174, 175, 179, 182, 185, 188, 282, 395, 408, 422, 436, 438, 442, 448, 451], "column_stack": [6, 58, 86, 146, 408, 422, 451], "com": 4, "combin": [0, 87, 97, 141], "combinatori": 90, "comma": [87, 89], "command": 4, "common": [108, 328, 431], "common_typ": 6, "compani": [348, 365], "compar": [15, 93, 128, 129, 145, 207, 213], "compare_chararrai": 6, "comparison": [2, 93, 142, 143, 169, 170, 329, 455, 466], "compat": [3, 10, 14, 19, 40, 44, 85, 203, 208, 222, 223, 224, 226, 228, 282, 398, 401, 423, 449, 466], "compil": [4, 87, 140], "complement": 447, "complementari": 127, "complet": [3, 4, 90, 133, 134, 185, 406, 462], "complex": [9, 10, 11, 12, 18, 25, 26, 52, 71, 84, 85, 87, 90, 94, 101, 102, 108, 121, 128, 129, 150, 155, 156, 162, 163, 174, 175, 176, 177, 185, 186, 188, 203, 205, 207, 213, 226, 228, 285, 286, 339, 396, 398, 418, 423, 449, 450, 462, 466], "complex128": [9, 10, 44, 103, 105, 107, 109, 110, 112, 113, 114, 115, 116, 117, 119, 402], "complex64": [9, 10, 44], "compliant": 85, "complic": 89, "compon": [10, 106, 111, 118, 121, 150, 396], "compos": 63, "composit": [167, 425, 435], "compress": [6, 99, 427, 462], "comput": [4, 10, 18, 21, 22, 23, 24, 25, 26, 27, 31, 44, 46, 47, 48, 49, 53, 59, 60, 66, 67, 71, 72, 73, 81, 82, 89, 95, 96, 97, 98, 101, 102, 103, 105, 107, 108, 109, 110, 112, 113, 114, 115, 116, 117, 119, 126, 141, 142, 143, 144, 145, 150, 151, 153, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 182, 183, 184, 185, 186, 188, 189, 190, 193, 194, 195, 196, 198, 199, 200, 201, 203, 205, 208, 209, 214, 220, 221, 222, 223, 224, 225, 226, 227, 228, 326, 336, 339, 396, 397, 398, 399, 404, 407, 409, 413, 414, 415, 416, 419, 423, 425, 429, 430, 431, 438, 442, 449], "compute_uv": [172, 188], "concaten": [6, 57, 86, 146, 408, 422, 428, 451], "concept": [20, 32, 34, 35, 36, 37, 38, 40, 62, 76, 77, 79, 85, 91, 92, 100, 104, 118, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 191, 192, 202, 204, 211, 282, 330, 331, 332, 346, 368, 373, 374, 375, 376, 377, 378, 379, 381, 382, 387, 390, 436, 438, 442, 448, 453, 454, 462], "cond": [6, 178], "condit": [40, 84, 85, 99, 172, 178, 182, 282, 328, 335, 341, 343, 411, 452], "condlist": 411, "confus": 130, "conj": [6, 60, 85, 150, 171, 174, 339], "conjug": [6, 10, 59, 84, 85, 150, 171, 174, 175, 176, 177, 205, 285, 339, 450], "consecut": [81, 88, 141], "conserv": 210, "consid": [20, 32, 34, 35, 36, 38, 90, 118, 139, 157, 175, 177, 181, 191, 202, 205, 346, 374], "consist": [33, 133, 145, 190, 191, 428, 431], "constant": [9, 87, 141], "constraint": 44, "construct": [34, 35, 55, 76, 79, 80, 85, 87, 100, 132, 133, 134, 135, 136, 148, 192, 211, 283, 330, 432, 433, 452, 455], "constructor": 462, "consum": [85, 302], "contain": [10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 59, 60, 63, 64, 66, 67, 70, 71, 80, 83, 85, 87, 93, 95, 96, 98, 104, 118, 126, 127, 128, 129, 130, 131, 136, 140, 141, 142, 143, 144, 145, 147, 150, 151, 153, 168, 169, 170, 175, 185, 188, 193, 194, 195, 196, 197, 198, 199, 200, 201, 203, 207, 208, 213, 214, 217, 218, 219, 222, 223, 224, 226, 228, 311, 326, 328, 329, 336, 337, 339, 346, 396, 397, 398, 399, 403, 404, 407, 409, 413, 414, 415, 416, 419, 420, 423, 424, 429, 430, 434, 438, 439, 442, 443, 444, 445, 449, 462], "content": [36, 85, 383], "context": 10, "contigu": [34, 35, 36, 38, 84, 85, 89, 182, 308, 395, 401], "continu": [346, 378], "contourf": 210, "contract": [89, 90, 431], "contrast": 341, "contribut": [10, 44, 144, 145], "control": [4, 40, 52, 58, 64, 85, 89, 146, 205, 282, 408, 422, 451], "conveni": [85, 324, 346], "convent": [84, 89, 90, 102, 108, 152, 190, 205, 333, 431], "convers": [40, 85, 89, 282, 455], "convert": [28, 29, 32, 34, 35, 36, 37, 38, 39, 41, 42, 43, 62, 74, 75, 76, 79, 87, 90, 97, 137, 138, 139, 156, 163, 191, 202, 344, 345, 447, 448], "convolut": [10, 61, 65], "convolv": [6, 65], "coolei": 10, "coordin": [68, 134, 141, 151, 210], "copi": [6, 20, 30, 32, 34, 35, 36, 37, 38, 40, 41, 42, 43, 64, 76, 77, 79, 80, 85, 87, 91, 92, 99, 100, 104, 118, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 191, 192, 202, 204, 210, 211, 236, 282, 295, 297, 305, 311, 314, 330, 331, 332, 334, 335, 336, 346, 368, 373, 374, 375, 376, 377, 378, 379, 381, 387, 390, 401, 410, 417, 421, 436, 437, 438, 441, 442, 448, 453, 454, 462], "copysign": [6, 326, 336], "copyto": [6, 85, 99, 287, 335], "core": [3, 87, 89, 462], "corrcoef": [6, 69], "correct": [11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 31, 46, 47, 48, 49, 53, 54, 58, 59, 60, 63, 66, 67, 83, 93, 95, 96, 98, 101, 126, 127, 128, 129, 130, 142, 143, 147, 150, 153, 157, 158, 159, 168, 169, 170, 187, 193, 194, 195, 196, 197, 198, 199, 200, 201, 207, 213, 214, 217, 326, 327, 329, 336, 337, 339, 397, 399, 403, 404, 407, 409, 413, 414, 415, 416, 419, 420, 422, 424, 429, 430, 444, 445], "correctli": [18, 25, 28, 29, 183, 206, 212, 218, 219, 225, 227, 328, 338, 425], "correl": [6, 466], "correspond": [6, 10, 20, 28, 29, 32, 34, 35, 36, 37, 38, 40, 56, 58, 62, 76, 77, 79, 80, 85, 91, 92, 100, 104, 118, 132, 133, 134, 135, 136, 137, 138, 139, 141, 148, 151, 174, 175, 191, 192, 202, 204, 205, 211, 282, 291, 330, 331, 332, 346, 368, 373, 374, 375, 376, 377, 378, 379, 381, 382, 387, 390, 405, 412, 423, 431, 434, 436, 438, 442, 448, 449, 453, 454, 462], "correspondingli": 10, "cosh": [6, 22, 66, 416, 430], "cosin": [21, 22, 23, 24, 25, 26, 27, 66, 67, 415, 416, 429, 430], "cost": [89, 90], "costli": 90, "could": [85, 316], "count": [14, 19, 45, 68, 82, 87, 90, 123, 132, 133, 135, 136, 141, 144, 145, 328, 338, 348, 425, 455, 466], "count_nonzero": [6, 328], "counterpart": [10, 462], "cov": [6, 364], "covari": 69, "cover": [438, 442, 466], "cpu": [4, 15, 20, 32, 34, 35, 36, 38, 62, 65, 69, 76, 79, 88, 91, 92, 94, 100, 103, 104, 105, 107, 109, 110, 112, 113, 114, 115, 116, 117, 118, 119, 132, 133, 134, 135, 137, 138, 139, 148, 154, 191, 192, 202, 209, 211, 215, 225, 330, 331, 332, 435, 436, 448, 453, 454], "creat": [3, 4, 20, 32, 34, 35, 36, 37, 38, 40, 62, 76, 77, 78, 79, 80, 85, 87, 90, 91, 92, 100, 104, 118, 131, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 191, 192, 202, 204, 211, 282, 287, 330, 331, 332, 342, 346, 368, 373, 374, 375, 376, 377, 378, 379, 381, 382, 387, 390, 433, 436, 438, 439, 442, 443, 448, 453, 454, 462, 466], "creation": [87, 90, 455, 462, 466], "crop": [102, 108], "cross": [6, 65], "csingl": 9, "ct": 10, "cube": [53, 419], "cubic": 90, "cumprod": [6, 85, 220, 462], "cumproduct": 6, "cumsum": [6, 81, 85, 221, 425, 462], "cumul": [71, 72, 73, 81, 85, 220, 221, 288, 289, 425], "cupi": [2, 455], "current": [10, 11, 12, 13, 15, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 63, 66, 67, 83, 87, 88, 90, 95, 96, 98, 126, 127, 128, 129, 130, 133, 145, 147, 148, 153, 168, 194, 195, 196, 197, 207, 213, 214, 215, 217, 326, 327, 336, 337, 339, 397, 399, 403, 404, 409, 413, 414, 415, 416, 424, 429, 430, 435, 444, 445], "custom": 462, "customarili": 10, "cut": 179, "cutoff": 184, "cycl": [104, 118], "cyclic": 341, "cython": 4, "d": [0, 14, 19, 20, 44, 57, 58, 72, 73, 76, 77, 78, 79, 80, 84, 85, 86, 87, 100, 103, 104, 105, 106, 109, 110, 111, 114, 115, 117, 118, 119, 120, 124, 125, 136, 146, 148, 152, 173, 175, 176, 182, 183, 186, 205, 210, 220, 221, 227, 295, 328, 337, 338, 341, 351, 395, 401, 408, 410, 412, 422, 425, 427, 431, 432, 433, 440, 448, 451, 462], "d0": [346, 373, 375], "d1": [346, 375], "d3": 77, "data": [1, 3, 4, 11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 44, 46, 47, 48, 49, 51, 52, 53, 54, 58, 59, 60, 62, 63, 64, 65, 66, 67, 68, 69, 71, 75, 76, 79, 82, 83, 84, 85, 87, 88, 89, 91, 92, 93, 94, 95, 96, 98, 100, 101, 103, 105, 107, 109, 110, 112, 113, 114, 115, 116, 117, 119, 121, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 156, 157, 158, 159, 160, 161, 163, 168, 169, 170, 179, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 205, 207, 208, 209, 213, 214, 215, 217, 218, 219, 222, 223, 224, 225, 226, 228, 282, 311, 324, 326, 327, 329, 331, 332, 335, 336, 337, 339, 341, 342, 345, 346, 347, 348, 350, 353, 354, 355, 356, 357, 358, 359, 360, 361, 365, 368, 369, 371, 372, 373, 374, 375, 376, 378, 379, 380, 381, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 403, 404, 405, 406, 407, 408, 409, 410, 413, 414, 415, 416, 419, 420, 421, 422, 423, 424, 428, 429, 430, 433, 435, 436, 444, 445, 447, 449, 451, 452, 453, 454, 455, 466], "datatyp": [87, 181], "date": 4, "datetim": 87, "datetime_as_str": 6, "datetime_data": 6, "dcmake_c_compil": 4, "dcmake_cxx_compil": 4, "ddof": [69, 85, 226, 228, 318, 325, 423, 449], "decai": 359, "decim": [31, 85, 121, 312, 404, 407], "decomposit": [171, 178, 181, 184, 188, 466], "decompress": 192, "decreas": 82, "decreasingli": 10, "def": 0, "default": [3, 10, 11, 12, 13, 14, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 44, 46, 47, 48, 49, 50, 51, 53, 54, 56, 58, 59, 60, 62, 63, 65, 66, 67, 69, 70, 71, 72, 73, 76, 77, 79, 80, 81, 82, 83, 85, 87, 88, 89, 90, 91, 92, 93, 95, 96, 98, 100, 101, 102, 104, 106, 108, 111, 118, 120, 123, 126, 127, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139, 141, 142, 143, 144, 145, 146, 147, 148, 150, 151, 153, 157, 158, 159, 160, 161, 168, 169, 170, 171, 172, 175, 177, 179, 181, 182, 183, 184, 185, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 282, 287, 295, 326, 327, 329, 330, 331, 332, 334, 336, 337, 338, 339, 341, 346, 350, 368, 373, 374, 375, 376, 377, 378, 379, 381, 382, 384, 385, 387, 390, 395, 397, 398, 399, 400, 401, 403, 404, 405, 406, 407, 408, 409, 410, 411, 413, 414, 415, 416, 417, 419, 420, 422, 423, 424, 425, 427, 429, 430, 431, 433, 434, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 448, 449, 451, 452, 453, 454, 462], "default_rng": 6, "defg": 90, "defici": 181, "defin": [10, 70, 87, 92, 128, 129, 138, 144, 145, 207, 213, 332, 336, 454, 462], "definit": [70, 102, 108, 126, 171], "deg": [18, 345], "deg2rad": [6, 344, 345, 447], "degre": [6, 18, 74, 226, 228, 344, 345, 388, 423, 447, 449], "delet": 6, "delta": [10, 226, 228, 423, 447, 449], "demonstr": [0, 4, 87], "dens": [151, 211], "densiti": 144, "depend": [4, 80, 101, 175, 179, 185, 187, 188, 191, 225, 227, 411, 452], "deprec": 6, "deprecate_with_doc": 6, "depth": [57, 58, 86, 146, 408, 422, 451], "deriv": 141, "descend": 188, "descr": 87, "describ": [71, 87, 203, 398, 466], "descript": [71, 87, 144, 203, 398, 462], "design": 10, "desir": [20, 32, 34, 35, 36, 38, 39, 51, 91, 92, 100, 108, 137, 138, 139, 148, 191, 202, 331, 332, 432, 436, 453, 454], "destin": [58, 146, 216, 341, 342, 408, 422, 428, 451], "det": [6, 186], "detail": [31, 131, 407, 438, 439, 442, 443, 462], "determin": [13, 18, 21, 22, 23, 24, 25, 26, 27, 46, 48, 49, 53, 63, 66, 67, 83, 95, 96, 98, 127, 128, 129, 130, 133, 134, 136, 147, 166, 168, 173, 179, 185, 186, 193, 194, 195, 196, 197, 205, 207, 213, 214, 217, 327, 337, 397, 399, 403, 409, 413, 415, 416, 419, 420, 424, 429, 430, 433, 444, 445], "devel": 4, "develop": [3, 4], "deviat": [85, 208, 223, 226, 228, 318, 346, 361, 368, 423, 449], "devic": [0, 2, 3, 20, 32, 34, 35, 36, 37, 38, 40, 44, 62, 71, 76, 77, 79, 85, 91, 92, 100, 101, 104, 118, 131, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 191, 192, 202, 203, 204, 205, 208, 211, 223, 226, 228, 282, 330, 331, 332, 346, 368, 373, 374, 375, 376, 377, 378, 379, 381, 382, 387, 390, 398, 421, 423, 436, 438, 442, 448, 449, 453, 454], "df": [350, 366, 388, 389], "dfden": [354, 367], "dfnum": [354, 367], "dft": [10, 102, 108], "di": [77, 78], "diag": [6, 79, 80, 89, 100, 124, 125, 148, 174, 176, 188, 433], "diag_indic": [6, 78, 120], "diag_indices_from": [6, 77, 120], "diagflat": [6, 76, 80, 433], "diagon": [6, 76, 77, 78, 79, 85, 89, 100, 120, 148, 171, 175, 176, 177, 204, 323, 433, 436, 437, 438, 439, 441, 442, 443, 462], "dice": 363, "dictionari": 87, "diff": [6, 73, 88, 141, 144], "differ": [3, 10, 15, 20, 32, 34, 35, 36, 38, 44, 62, 71, 73, 76, 79, 81, 85, 87, 88, 91, 92, 100, 104, 108, 111, 118, 121, 124, 125, 132, 133, 134, 135, 137, 138, 139, 141, 148, 177, 191, 192, 202, 203, 205, 211, 287, 330, 331, 332, 335, 337, 342, 398, 424, 428, 436, 438, 442, 448, 453, 454, 466], "digit": [6, 10, 121, 144], "dim": 15, "dimens": [14, 19, 28, 29, 32, 41, 42, 43, 44, 57, 58, 64, 69, 70, 77, 80, 81, 85, 87, 97, 124, 125, 141, 146, 151, 152, 181, 183, 185, 203, 206, 208, 210, 211, 212, 216, 218, 219, 222, 223, 224, 225, 226, 227, 228, 295, 303, 314, 328, 330, 338, 342, 346, 376, 378, 379, 381, 398, 401, 412, 421, 422, 423, 425, 426, 427, 428, 432, 433, 438, 439, 442, 443, 449, 462, 466], "dimension": [2, 4, 30, 61, 65, 68, 71, 77, 78, 79, 80, 81, 82, 85, 89, 102, 103, 105, 107, 108, 109, 110, 112, 113, 114, 115, 116, 117, 119, 120, 132, 133, 135, 141, 151, 179, 185, 189, 190, 203, 206, 210, 211, 212, 218, 219, 222, 224, 226, 228, 317, 330, 333, 338, 398, 417, 423, 425, 427, 432, 449, 450, 455], "direct": [10, 70, 81, 102, 108, 124, 125, 141, 327], "directli": [87, 134, 151, 202, 328, 428], "directori": 140, "dirichlet": 6, "discard": 445, "discret": [3, 10, 61, 65, 73, 81, 88, 102, 103, 104, 107, 108, 109, 110, 112, 113, 114, 115, 116, 117, 118, 119, 141, 346, 455], "disp": 6, "dispers": 391, "displac": [85, 319], "distanc": 141, "distinct": [128, 129, 207, 213], "distinguish": 87, "distribut": [3, 4, 202, 346, 347, 348, 350, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 371, 372, 373, 374, 375, 377, 378, 380, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 466], "divid": [6, 86, 127, 130, 214, 399, 444], "divis": [83, 127, 130, 214, 337, 399, 444, 445], "divisor": [226, 228, 423, 449], "divmod": [6, 462], "dlpack": 131, "dmlc": 131, "dn": [346, 373, 375], "do": [3, 4, 87, 204, 348, 406], "docstr": 462, "document": [0, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 123, 124, 125, 126, 127, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 288, 289, 290, 295, 296, 297, 299, 300, 301, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 316, 317, 318, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 383, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 446, 447, 448, 449, 450, 451, 452, 453, 454, 462], "doe": [20, 52, 99, 101, 128, 129, 185, 220, 221, 335, 427], "domain": 10, "done": [3, 40, 85, 89, 190, 282], "dot": [6, 85, 89, 90, 152, 171, 176, 178, 182, 184, 185, 187, 188, 189, 190, 205, 431, 450], "doubl": [9, 359, 431], "down": 125, "dp": [83, 173, 175, 186, 187, 337, 401, 402, 412, 424, 444], "dpcpp": 4, "dpcpp_linux": 4, "dpcpp_win": 4, "dpctl": [0, 4, 15, 20, 32, 34, 35, 36, 37, 38, 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102, 108, 120, 141, 175, 177, 205, 208, 218, 219, 220, 221, 222, 223, 224, 226, 228, 338, 423, 425, 427, 449], "Its": [56, 189, 342, 433], "NOT": [47, 153, 198, 199, 200, 201], "No": [35, 89, 171], "Not": [14, 19, 157, 220, 221, 222, 224, 225, 227, 338], "OR": [19, 46, 47, 48, 49, 153, 198, 199, 200, 201], "On": 4, "One": [41, 42, 43, 70, 86, 87, 401], "Or": 141, "That": 204, "The": [3, 4, 10, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 44, 46, 47, 48, 49, 51, 53, 56, 57, 58, 62, 63, 64, 66, 67, 69, 70, 71, 72, 73, 74, 76, 77, 78, 79, 80, 81, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 100, 101, 102, 104, 106, 108, 111, 116, 118, 120, 123, 126, 127, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139, 141, 142, 143, 144, 145, 146, 147, 148, 151, 153, 156, 157, 158, 159, 163, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 179, 180, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 200, 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[85, 87, 122, 346], "__len__": [85, 87], "__lt__": [85, 87, 122, 346], "__main__": 0, "__name__": 0, "__ne__": [85, 87, 122, 346], "__next__": 122, "__setitem__": [85, 122], "__sycl_usm_array_interface__": 37, "_dtypes_list": 0, "a1": 33, "a2": 33, "a_": 10, "a_k": 10, "a_m": 10, "a_max": 56, "a_min": 56, "ab": [6, 10, 12, 15], "abc": 89, "abcd": 90, "about": [36, 38, 85, 121, 174, 293, 462], "abov": [3, 71, 76, 79, 151, 185, 203, 398, 436, 437, 441], "absolut": [6, 11, 15, 18, 101, 186, 226, 228, 339, 423, 449], "accept": [30, 89, 346, 417, 438, 442], "access": [10, 77, 78, 120, 204, 438, 442, 462], "accord": [14, 19, 44, 52, 87, 121, 174, 175, 176, 177, 203, 208, 223, 226, 228, 398, 403, 423, 449], "accordingli": [222, 224], "account": 401, "accumul": [71, 72, 73, 89, 144, 220, 221, 225, 227, 338, 425, 433], "accur": [87, 98, 141, 195, 197], "achiev": 89, "across": [80, 145, 220, 221, 225, 227], "activ": 4, "actual": [87, 144, 145, 171, 182], "ad": [15, 87, 90, 97, 173, 186, 466], "add": [6, 87], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "addit": [71, 171, 223], "address": 87, "advanc": 89, "advers": 89, "advis": 4, "affect": [20, 80, 89, 120, 144, 145], "after": [86, 120, 327, 365, 405], "ag": 87, "against": [15, 28, 29, 50, 51, 56, 140, 183, 184, 206, 212, 218, 219, 225, 227, 338, 342, 425, 428], "ai": [3, 342, 428], "ai_max": 428, "ai_min": 428, "ainv": [178, 189], "al": 10, "algebra": [455, 466], "algorithm": [10, 89, 90], "alia": [10, 16, 17, 83, 102, 108, 121, 214, 229, 346, 376, 379, 381, 399, 408, 444, 451], "alias": 9, "align": 87, "all": [4, 6, 9, 15, 19, 33, 40, 44, 57, 68, 81, 85, 86, 87, 89, 90, 95, 96, 98, 100, 106, 111, 120, 123, 124, 125, 132, 133, 135, 139, 141, 146, 148, 171, 181, 184, 191, 202, 206, 212, 218, 219, 222, 224, 282, 285, 292, 305, 338, 348, 405, 408, 421, 425, 451, 462, 470], "allclos": [6, 33, 154, 178, 184, 185, 187, 188, 190], "alloc": [3, 4, 20, 32, 34, 35, 36, 37, 38, 40, 44, 62, 71, 76, 77, 79, 85, 91, 92, 100, 104, 118, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 160, 161, 191, 192, 202, 203, 204, 208, 211, 223, 226, 228, 282, 330, 331, 332, 346, 368, 373, 374, 375, 376, 377, 378, 379, 381, 387, 390, 398, 421, 423, 436, 438, 442, 448, 449, 453, 454], "allow": [40, 85, 89, 144, 145, 204, 282, 311, 427, 462], "alltru": 6, "almost": [174, 438], "along": [3, 4, 14, 16, 17, 19, 28, 29, 30, 44, 57, 58, 68, 71, 72, 73, 76, 77, 79, 80, 81, 85, 86, 88, 99, 102, 106, 108, 120, 123, 124, 125, 128, 129, 134, 139, 141, 146, 151, 183, 185, 189, 190, 191, 202, 203, 206, 207, 208, 209, 210, 212, 213, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 279, 280, 281, 288, 289, 299, 301, 306, 307, 318, 320, 322, 323, 325, 335, 338, 340, 341, 342, 398, 400, 405, 406, 408, 417, 422, 423, 425, 427, 428, 431, 432, 433, 435, 438, 439, 442, 443, 449, 451, 462], "alpha": [347, 352, 353, 369, 372], "alreadi": [4, 10, 35, 41, 42, 43, 333], "also": [3, 10, 13, 18, 20, 26, 46, 48, 49, 63, 83, 87, 89, 93, 97, 127, 128, 129, 130, 134, 136, 141, 142, 143, 144, 147, 168, 169, 170, 171, 197, 204, 207, 213, 214, 216, 217, 328, 329, 337, 384, 399, 403, 424, 427, 444, 462], "alter": 80, "altern": [3, 4, 14, 19, 72, 73, 84, 85, 205, 206, 208, 212, 220, 221, 223, 225, 226, 227, 228, 324, 338, 423, 425, 449], "although": [18, 87, 111, 432], "alwai": [4, 10, 30, 34, 40, 80, 85, 101, 175, 177, 226, 228, 282, 328, 401, 418, 423, 449], "amax": [6, 206], "ambigu": 462, "amin": [6, 212], "amplitud": 10, "an": [0, 3, 4, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 59, 60, 62, 63, 66, 67, 71, 72, 73, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 102, 104, 108, 118, 120, 121, 123, 124, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 155, 156, 157, 158, 159, 163, 168, 169, 170, 173, 176, 179, 181, 182, 183, 185, 186, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 206, 207, 208, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 236, 281, 282, 283, 284, 287, 297, 299, 305, 307, 310, 311, 314, 316, 317, 321, 322, 324, 326, 328, 329, 330, 331, 332, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 346, 348, 353, 354, 356, 365, 368, 373, 374, 375, 376, 377, 378, 379, 381, 382, 387, 390, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 436, 437, 438, 439, 441, 442, 443, 444, 445, 446, 448, 449, 451, 452, 453, 454, 462, 470], "anaconda": [3, 4], "analysi": 10, "analyt": 3, "angl": [6, 10, 25, 26, 74, 75, 344, 345, 447, 470], "ani": [3, 6, 14, 15, 30, 32, 34, 35, 36, 37, 38, 40, 50, 51, 62, 76, 79, 81, 85, 87, 89, 90, 120, 137, 138, 139, 141, 145, 146, 156, 163, 164, 180, 190, 191, 202, 204, 222, 224, 282, 346, 390, 417, 448, 462], "anoth": [4, 64, 85, 99, 131, 287, 307, 335, 341, 406], "answer": 348, "anti": [80, 120], "anyth": 87, "ap": 179, "api": [0, 2, 3, 6, 20, 32, 34, 35, 36, 37, 38, 40, 62, 76, 77, 79, 85, 87, 91, 92, 100, 104, 118, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 191, 192, 202, 204, 211, 282, 330, 331, 332, 346, 368, 373, 374, 375, 376, 377, 378, 379, 381, 382, 387, 390, 436, 438, 442, 448, 453, 454], "appear": [97, 124, 125], "append": [0, 6, 81, 90, 97, 108, 168], "appli": [28, 29, 30, 44, 52, 89, 402, 431], "applic": [10, 87], "apply_along_axi": 6, "apply_over_ax": 6, "approach": [87, 108], "appropri": [4, 28, 29, 102, 108, 140, 190, 218, 219, 222, 224, 346, 374, 377, 427, 462], "approxim": 121, "ar": [3, 4, 10, 11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 40, 41, 42, 43, 44, 46, 47, 48, 49, 50, 53, 54, 56, 57, 58, 59, 60, 63, 64, 65, 66, 67, 68, 69, 71, 72, 73, 74, 75, 76, 80, 81, 83, 84, 85, 87, 88, 89, 90, 93, 94, 95, 96, 97, 98, 100, 101, 103, 105, 107, 109, 110, 112, 113, 114, 115, 116, 117, 119, 123, 124, 125, 126, 127, 128, 129, 130, 134, 139, 141, 142, 143, 144, 145, 147, 152, 153, 154, 157, 158, 159, 168, 169, 170, 171, 174, 175, 176, 177, 179, 180, 181, 182, 183, 184, 188, 189, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 212, 213, 214, 215, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 282, 304, 305, 326, 327, 328, 329, 334, 335, 336, 337, 338, 339, 342, 343, 345, 346, 347, 348, 350, 353, 354, 355, 356, 357, 358, 359, 360, 361, 363, 364, 365, 368, 369, 371, 372, 374, 377, 378, 380, 386, 388, 389, 390, 391, 392, 393, 394, 395, 397, 398, 399, 403, 404, 405, 407, 408, 409, 410, 411, 413, 414, 415, 417, 419, 420, 422, 423, 424, 425, 427, 429, 430, 431, 433, 435, 439, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 462], "arang": [0, 6, 13, 28, 29, 41, 42, 43, 44, 45, 56, 63, 75, 76, 77, 78, 80, 83, 84, 85, 89, 93, 95, 96, 98, 99, 102, 123, 130, 138, 139, 141, 144, 151, 152, 167, 183, 191, 194, 195, 198, 199, 200, 201, 202, 204, 205, 206, 210, 212, 214, 217, 290, 329, 332, 335, 337, 341, 345, 370, 399, 402, 405, 424, 431, 433, 438, 439, 442, 443, 444, 452, 454], "arbitrari": [39, 84, 87, 89, 152, 205, 402, 438, 442], "arbitrarili": 89, "arc": [18, 25], "arcco": [6, 22, 23, 25, 26, 66], "arccosh": [6, 21, 24, 27, 67], "arcsin": [6, 21, 24, 25, 26, 415], "arcsinh": [6, 22, 23, 27, 416], "arctan": [6, 18, 21, 23, 26, 27, 429], "arctan2": [6, 18, 25], "arctanh": [6, 22, 24, 25, 26, 430], "arg": [50, 346], "arg1": [165, 166], "arg2": [165, 166], "argmax": [0, 6, 29, 85, 218, 342, 428, 462], "argmin": [6, 28, 85, 219, 428, 462], "argpartit": [6, 30, 342, 428, 462], "argsort": [6, 85, 342, 410, 417, 428, 434, 462], "argument": [0, 10, 11, 12, 13, 15, 18, 20, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 52, 53, 54, 56, 58, 63, 66, 67, 74, 83, 84, 85, 87, 88, 90, 94, 95, 96, 98, 126, 127, 128, 129, 130, 147, 150, 153, 164, 165, 166, 168, 182, 183, 194, 195, 196, 197, 204, 205, 207, 213, 214, 215, 217, 311, 324, 326, 327, 336, 337, 339, 341, 345, 397, 399, 402, 403, 404, 409, 413, 414, 415, 416, 422, 424, 429, 430, 431, 435, 444, 445, 462], "argwher": [6, 328], "ari": [41, 42, 43], "arithmet": [44, 139, 208, 209, 223, 226, 228, 336, 423, 425, 449, 455, 466], "around": [6, 85, 139, 341, 407], "arr": [78, 87, 145, 343, 370, 439, 443], "arr2": 87, "arr_t": [40, 85, 282], "arrai": [0, 2, 3, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 108, 109, 110, 111, 114, 115, 117, 118, 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391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 466], "array2str": 6, "array_equ": 6, "array_equiv": [6, 33], "array_lik": [32, 34, 35, 36, 37, 38, 39, 44, 62, 64, 76, 79, 99, 137, 138, 139, 156, 163, 191, 202, 335, 341, 342, 346, 412, 427, 431, 448], "array_of_diagon": 80, "array_repr": 6, "array_split": [6, 58], "array_str": 6, "arrays_and_dtyp": 402, "art": 10, "asanyarrai": [6, 35, 38], "asarrai": [4, 6, 34, 36, 38, 39], "asarray_chkfinit": [6, 34, 35], "ascend": [175, 177, 410], "ascii": 87, "ascontiguousarrai": [6, 34, 35, 38], "asfarrai": [6, 34, 35], "asfortranarrai": [6, 34, 35, 36], "asmatrix": 6, "asnumpi": 85, "aspect": 87, "assembl": [58, 86, 146, 408, 422, 451], "assign": [85, 292, 438, 442], "associ": [44, 144, 145, 462], "assum": [10, 44, 90, 181, 184, 188, 204], "astyp": [6, 85, 139, 328], "atleast_1d": [6, 42, 43, 97], "atleast_2d": [6, 41, 43, 97], "atleast_3d": [6, 41, 42, 97], "atol": [15, 154], "attain": 0, "attempt": [84, 182], "attribut": [85, 87, 92, 121, 138, 149, 185, 332, 454, 455], "automat": [144, 145], "avail": [2, 3, 4, 10, 15, 65, 68, 69, 75, 87, 88, 94, 154, 209, 215, 218, 219, 222, 224, 225, 435, 447, 455, 462], "averag": [6, 85, 208, 223, 300, 425, 466], "avg": 44, "avoid": [42, 43], "aweight": 69, "ax": [14, 19, 28, 29, 44, 71, 81, 84, 85, 89, 97, 103, 105, 106, 109, 110, 111, 114, 115, 117, 119, 123, 141, 152, 183, 187, 189, 190, 203, 205, 206, 208, 212, 216, 218, 219, 222, 223, 224, 225, 226, 227, 228, 314, 321, 324, 333, 338, 398, 405, 406, 421, 423, 425, 426, 431, 432, 433, 434, 449], "axi": [14, 16, 17, 19, 28, 29, 30, 44, 57, 58, 68, 70, 71, 72, 73, 80, 81, 85, 86, 88, 89, 97, 99, 102, 106, 107, 108, 112, 113, 116, 123, 124, 125, 128, 129, 134, 139, 141, 146, 151, 179, 183, 191, 202, 203, 205, 206, 207, 208, 209, 212, 213, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 277, 278, 279, 280, 281, 288, 289, 295, 299, 300, 301, 305, 306, 307, 310, 316, 317, 318, 320, 322, 324, 325, 334, 335, 338, 340, 341, 342, 395, 398, 400, 401, 405, 406, 408, 417, 421, 422, 423, 425, 426, 427, 428, 431, 432, 433, 434, 435, 449, 451, 462], "axis1": [80, 85, 290, 321, 323, 426, 433], "axis2": [80, 85, 290, 321, 323, 426, 433], "axisa": 70, "axisb": 70, "axisc": 70, "axiserror": [30, 417], "b": [10, 13, 15, 28, 29, 46, 49, 57, 58, 64, 70, 73, 84, 85, 86, 87, 88, 89, 90, 93, 132, 133, 142, 143, 146, 152, 167, 169, 170, 173, 179, 182, 183, 184, 186, 187, 188, 189, 190, 198, 200, 205, 206, 212, 327, 329, 333, 337, 347, 402, 408, 422, 431, 432, 435, 440, 450, 451], "back": [85, 134, 295, 395, 401, 406, 440], "backend": [2, 140, 349, 351, 352, 362, 367, 383], "backward": [10, 40, 85, 102, 108, 141, 282, 405, 406], "bad": 358, "bartlett": 6, "base": [0, 4, 87, 89, 96, 99, 139, 144, 145, 188, 193, 194, 195, 196, 202, 205, 335, 337, 341, 343], "base_repr": 6, "basic": [52, 89, 462, 466], "batch": [103, 105, 109, 110, 114, 115, 117, 119], "bc": [173, 186], "bcde": 90, "becaus": [10, 14, 19, 462], "becom": [10, 85, 144, 324], "been": [86, 342, 406, 428], "befor": [4, 30, 58, 71, 85, 108, 124, 125, 190, 203, 206, 212, 226, 228, 305, 316, 338, 398, 405, 406, 417, 423, 425, 432, 449, 450], "begin": [90, 139, 191, 202], "behav": [192, 341], "behavior": [85, 287, 432], "behind": [85, 305], "being": [3, 87, 128, 129, 207, 213], "belong": [82, 144], "below": [0, 4, 9, 76, 79, 87, 181, 436, 437, 441, 462], "best": 90, "beta": [6, 357], "between": [15, 20, 52, 81, 88, 121, 133, 136, 141, 152, 191, 202, 363, 377, 424, 447], "beyond": [4, 405], "bia": 69, "big": 87, "bin": [82, 102, 104, 118, 144, 145, 384], "bin_edg": [144, 145], "binari": [46, 48, 49, 132, 133, 135, 136, 455, 466], "binary_repr": 6, "bincount": [6, 82, 144], "binomi": [6, 365], "bins_0": 145, "bins_1": 145, "bit": [46, 47, 48, 49, 87, 121, 149, 153, 168, 198, 200, 201, 225, 227, 403, 414, 466], "bitwis": [46, 48, 49], "bitwise_and": [6, 47, 48, 49, 153, 198], "bitwise_not": 6, "bitwise_or": [6, 46, 47, 49, 153, 200], "bitwise_xor": [6, 46, 47, 48, 153, 201], "biufcmmosuv": 87, "blackman": 6, "block": [6, 58, 86, 120, 146, 167, 408, 422, 451], "bmat": 6, "bool": [9, 14, 19, 28, 29, 32, 37, 40, 44, 52, 64, 71, 82, 85, 87, 90, 93, 116, 120, 139, 142, 143, 144, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 169, 170, 171, 181, 183, 184, 188, 191, 202, 203, 206, 208, 210, 212, 218, 219, 222, 223, 224, 225, 226, 227, 228, 282, 328, 329, 338, 398, 401, 414, 423, 425, 427, 448, 449, 462], "bool_": 9, "boolean": [46, 47, 48, 49, 64, 71, 87, 99, 151, 153, 154, 157, 158, 159, 160, 161, 162, 198, 200, 203, 204, 208, 223, 225, 226, 228, 328, 335, 398, 401, 423, 427, 449], "both": [10, 13, 15, 26, 44, 46, 48, 49, 56, 63, 70, 83, 84, 93, 127, 128, 129, 130, 142, 143, 147, 152, 167, 168, 169, 170, 183, 197, 198, 200, 201, 205, 207, 213, 214, 217, 227, 327, 329, 337, 399, 403, 424, 431, 433, 438, 440, 442, 444, 450, 452], "bound": [341, 410, 427], "boundari": [141, 341], "briefli": 462, "broadcast": [13, 14, 19, 28, 29, 44, 50, 51, 56, 64, 83, 89, 99, 128, 129, 147, 160, 161, 183, 184, 201, 203, 205, 206, 207, 208, 212, 213, 217, 218, 219, 223, 225, 226, 227, 228, 337, 338, 341, 342, 398, 400, 423, 424, 425, 428, 432, 444, 449, 452], "broadcast_arrai": [6, 51], "broadcast_shap": 6, "broadcast_to": [6, 50, 432], "brought": 10, "buffer": [37, 72, 73, 85, 132, 133, 135, 136, 192, 206, 212, 220, 221, 401], "buffer_lik": 132, "build": 466, "build_loc": 4, "built": 87, "busday_count": 6, "busday_offset": 6, "byte": [6, 40, 85, 87, 89, 132, 133, 192, 282, 298, 302], "byte_bound": 6, "byteord": 87, "byteswap": 6, "bz2": 192, "c": [2, 4, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 32, 34, 35, 36, 38, 39, 40, 46, 47, 48, 49, 53, 54, 56, 59, 60, 62, 63, 66, 67, 70, 74, 83, 84, 85, 87, 89, 90, 91, 92, 93, 95, 96, 98, 100, 101, 126, 127, 128, 129, 130, 137, 138, 140, 142, 143, 147, 150, 152, 153, 157, 158, 159, 167, 168, 169, 170, 173, 179, 182, 183, 186, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 205, 207, 213, 214, 217, 282, 287, 295, 308, 326, 327, 328, 329, 331, 332, 336, 337, 339, 345, 395, 397, 399, 401, 403, 404, 409, 413, 414, 415, 416, 419, 420, 424, 429, 430, 431, 432, 444, 445, 452, 453, 454], "c_contigu": [36, 38, 85, 287], "ca": 61, "calcul": [10, 11, 12, 13, 18, 26, 44, 71, 73, 81, 83, 88, 89, 93, 95, 96, 98, 102, 111, 126, 127, 130, 141, 145, 147, 174, 175, 176, 177, 179, 184, 195, 197, 203, 205, 208, 214, 217, 223, 226, 228, 329, 337, 338, 398, 399, 423, 424, 444, 449, 450, 455], "call": [10, 18, 28, 29, 30, 36, 38, 87, 108, 134, 174, 176, 182, 204, 236, 328, 421, 427, 432, 470], "callabl": [134, 204], "cambridg": 10, "can": [0, 3, 4, 10, 13, 15, 20, 26, 30, 32, 34, 35, 36, 37, 38, 39, 40, 44, 46, 47, 48, 49, 52, 62, 63, 70, 76, 77, 79, 80, 83, 84, 85, 87, 89, 90, 91, 92, 93, 100, 102, 104, 108, 118, 120, 127, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139, 141, 142, 143, 146, 147, 148, 151, 152, 153, 156, 163, 164, 167, 168, 169, 170, 171, 178, 179, 180, 190, 191, 192, 197, 198, 200, 201, 202, 204, 205, 207, 211, 213, 214, 217, 225, 227, 282, 316, 326, 327, 328, 329, 330, 331, 332, 336, 337, 342, 346, 368, 373, 374, 375, 376, 377, 378, 379, 381, 382, 387, 390, 399, 401, 403, 417, 424, 427, 428, 431, 433, 436, 438, 442, 443, 444, 448, 450, 452, 453, 454, 462], "can_cast": [6, 466], "cannot": [58, 85, 218, 219, 314, 421, 422], "capabl": [20, 32, 34, 35, 36, 38, 44, 101, 139, 191, 202, 205], "care": [20, 174], "cartesian": 210, "case": [4, 14, 19, 20, 28, 29, 32, 34, 35, 36, 38, 44, 62, 72, 73, 76, 79, 81, 90, 91, 92, 100, 104, 118, 132, 133, 134, 135, 137, 138, 139, 141, 148, 174, 185, 188, 191, 192, 202, 211, 220, 221, 225, 227, 330, 331, 332, 338, 401, 425, 431, 436, 448, 453, 454, 462], "cast": [14, 19, 40, 52, 58, 64, 71, 72, 73, 85, 89, 146, 174, 203, 205, 208, 220, 221, 223, 225, 226, 227, 228, 282, 338, 398, 408, 422, 423, 425, 449, 451], "cat": [348, 365], "cauchi": 384, "cbrt": [6, 419], "cdef": 90, "cdot": 431, "cdoubl": 9, "ceil": [6, 31, 126, 127, 404, 407, 445], "center": [104, 106, 111, 118], "central": [141, 366, 367], "certain": [87, 204], "cfloat": 9, "ch": 10, "chain": [84, 85, 89, 90], "chang": [40, 62, 70, 85, 87, 89, 99, 220, 221, 282, 295, 319, 324, 326, 335, 336, 341, 342, 343, 395, 401, 406, 447, 466], "char": 87, "charact": [87, 133], "check": [14, 19, 34, 35, 52, 156, 163, 171, 184, 187], "check_valid": 364, "chi": [350, 366], "chisquar": 6, "choic": [6, 55, 85, 175, 177, 283], "choicelist": 411, "choleski": 6, "choos": [6, 18, 25, 85, 90, 452, 462], "chosen": [144, 452], "circ": 470, "circl": 186, "clamp": [341, 427], "clariti": 120, "class": [3, 85, 87, 88, 122, 132, 133, 134, 136, 151, 192, 346, 374, 436, 466], "classic": 89, "clear": [87, 462], "clip": [6, 85, 341, 427, 462], "close": [21, 22, 23, 25, 39, 40, 85, 89, 97, 191, 282, 346, 374, 404, 407], "closer": 445, "cloud": 3, "cmake": 4, "co": [6, 21, 67, 176, 415, 429], "code": [37, 87, 165], "coeffici": [179, 187, 190], "coerc": [37, 132, 133, 134, 135, 136, 192], "coin": 348, "col": 151, "collaps": [85, 295], "column": [6, 34, 35, 36, 38, 39, 40, 57, 58, 72, 73, 80, 85, 86, 100, 120, 124, 125, 141, 146, 148, 174, 175, 179, 182, 185, 188, 282, 395, 408, 422, 436, 438, 442, 448, 451], "column_stack": [6, 58, 86, 146, 408, 422, 451], "com": 4, "combin": [0, 87, 97, 141], "combinatori": 90, "comma": [87, 89], "command": 4, "common": [108, 328, 431], "common_typ": 6, "compani": [348, 365], "compar": [15, 93, 128, 129, 145, 207, 213], "compare_chararrai": 6, "comparison": [2, 93, 142, 143, 169, 170, 329, 455, 466], "compat": [3, 10, 14, 19, 40, 44, 85, 203, 208, 222, 223, 224, 226, 228, 282, 398, 401, 423, 449, 466], "compil": [4, 87, 140], "complement": 447, "complementari": 127, "complet": [3, 4, 90, 133, 134, 185, 406, 462], "complex": [9, 10, 11, 12, 18, 25, 26, 52, 71, 84, 85, 87, 90, 94, 101, 102, 108, 121, 128, 129, 150, 155, 156, 162, 163, 174, 175, 176, 177, 185, 186, 188, 203, 205, 207, 213, 226, 228, 285, 286, 339, 396, 398, 418, 423, 449, 450, 462, 466], "complex128": [9, 10, 44, 103, 105, 107, 109, 110, 112, 113, 114, 115, 116, 117, 119, 402], "complex64": [9, 10, 44], "compliant": 85, "complic": 89, "compon": [10, 106, 111, 118, 121, 150, 396], "compos": 63, "composit": [167, 425, 435], "compress": [6, 99, 427, 462], "comput": [4, 10, 18, 21, 22, 23, 24, 25, 26, 27, 31, 44, 46, 47, 48, 49, 53, 59, 60, 66, 67, 71, 72, 73, 81, 82, 89, 95, 96, 97, 98, 101, 102, 103, 105, 107, 108, 109, 110, 112, 113, 114, 115, 116, 117, 119, 126, 141, 142, 143, 144, 145, 150, 151, 153, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 182, 183, 184, 185, 186, 188, 189, 190, 193, 194, 195, 196, 198, 199, 200, 201, 203, 205, 208, 209, 214, 220, 221, 222, 223, 224, 225, 226, 227, 228, 326, 336, 339, 396, 397, 398, 399, 404, 407, 409, 413, 414, 415, 416, 419, 423, 425, 429, 430, 431, 438, 442, 449], "compute_uv": [172, 188], "concaten": [6, 57, 86, 146, 408, 422, 428, 451], "concept": [20, 32, 34, 35, 36, 37, 38, 40, 62, 76, 77, 79, 85, 91, 92, 100, 104, 118, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 191, 192, 202, 204, 211, 282, 330, 331, 332, 346, 368, 373, 374, 375, 376, 377, 378, 379, 381, 382, 387, 390, 436, 438, 442, 448, 453, 454, 462], "cond": [6, 178], "condit": [40, 84, 85, 99, 172, 178, 182, 282, 328, 335, 341, 343, 411, 452], "condlist": 411, "confus": 130, "conj": [6, 60, 85, 150, 171, 174, 339], "conjug": [6, 10, 59, 84, 85, 150, 171, 174, 175, 176, 177, 205, 285, 339, 450], "consecut": [81, 88, 141], "conserv": 210, "consid": [20, 32, 34, 35, 36, 38, 90, 118, 139, 157, 175, 177, 181, 191, 202, 205, 346, 374], "consist": [33, 133, 145, 190, 191, 428, 431], "constant": [9, 87, 141], "constraint": 44, "construct": [34, 35, 55, 76, 79, 80, 85, 87, 100, 132, 133, 134, 135, 136, 148, 192, 211, 283, 330, 432, 433, 452, 455], "constructor": 462, "consum": [85, 302], "contain": [10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 59, 60, 63, 64, 66, 67, 70, 71, 80, 83, 85, 87, 93, 95, 96, 98, 104, 118, 126, 127, 128, 129, 130, 131, 136, 140, 141, 142, 143, 144, 145, 147, 150, 151, 153, 168, 169, 170, 175, 185, 188, 193, 194, 195, 196, 197, 198, 199, 200, 201, 203, 207, 208, 213, 214, 217, 218, 219, 222, 223, 224, 226, 228, 311, 326, 328, 329, 336, 337, 339, 346, 396, 397, 398, 399, 403, 404, 407, 409, 413, 414, 415, 416, 419, 420, 423, 424, 429, 430, 434, 438, 439, 442, 443, 444, 445, 449, 462], "content": [36, 85, 383], "context": 10, "contigu": [34, 35, 36, 38, 84, 85, 89, 182, 308, 395, 401], "continu": [346, 378], "contourf": 210, "contract": [89, 90, 431], "contrast": 341, "contribut": [10, 44, 144, 145], "control": [4, 40, 52, 58, 64, 85, 89, 146, 205, 282, 408, 422, 451], "conveni": [85, 324, 346], "convent": [84, 89, 90, 102, 108, 152, 190, 205, 333, 431], "convers": [40, 85, 89, 282, 455], "convert": [28, 29, 32, 34, 35, 36, 37, 38, 39, 41, 42, 43, 62, 74, 75, 76, 79, 87, 90, 97, 137, 138, 139, 156, 163, 191, 202, 344, 345, 447, 448], "convolut": [10, 61, 65], "convolv": [6, 65], "coolei": 10, "coordin": [68, 134, 141, 151, 210], "copi": [6, 20, 30, 32, 34, 35, 36, 37, 38, 40, 41, 42, 43, 64, 76, 77, 79, 80, 85, 87, 91, 92, 99, 100, 104, 118, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 191, 192, 202, 204, 210, 211, 236, 282, 295, 297, 305, 311, 314, 330, 331, 332, 334, 335, 336, 346, 368, 373, 374, 375, 376, 377, 378, 379, 381, 387, 390, 401, 410, 417, 421, 436, 437, 438, 441, 442, 448, 453, 454, 462], "copysign": [6, 326, 336], "copyto": [6, 85, 99, 287, 335], "core": [3, 87, 89, 462], "corrcoef": [6, 69], "correct": [11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 31, 46, 47, 48, 49, 53, 54, 58, 59, 60, 63, 66, 67, 74, 83, 93, 95, 96, 98, 101, 126, 127, 128, 129, 130, 142, 143, 147, 150, 153, 157, 158, 159, 168, 169, 170, 187, 193, 194, 195, 196, 197, 198, 199, 200, 201, 207, 213, 214, 217, 326, 327, 329, 336, 337, 339, 345, 397, 399, 403, 404, 407, 409, 413, 414, 415, 416, 419, 420, 422, 424, 429, 430, 444, 445], "correctli": [18, 25, 28, 29, 183, 206, 212, 218, 219, 225, 227, 328, 338, 425], "correl": [6, 466], "correspond": [6, 10, 20, 28, 29, 32, 34, 35, 36, 37, 38, 40, 56, 58, 62, 74, 76, 77, 79, 80, 85, 91, 92, 100, 104, 118, 132, 133, 134, 135, 136, 137, 138, 139, 141, 148, 151, 174, 175, 191, 192, 202, 204, 205, 211, 282, 291, 330, 331, 332, 345, 346, 368, 373, 374, 375, 376, 377, 378, 379, 381, 382, 387, 390, 405, 412, 423, 431, 434, 436, 438, 442, 448, 449, 453, 454, 462], "correspondingli": 10, "cosh": [6, 22, 66, 416, 430], "cosin": [21, 22, 23, 24, 25, 26, 27, 66, 67, 415, 416, 429, 430], "cost": [89, 90], "costli": 90, "could": [85, 316], "count": [14, 19, 45, 68, 82, 87, 90, 123, 132, 133, 135, 136, 141, 144, 145, 328, 338, 348, 425, 455, 466], "count_nonzero": [6, 328], "counterpart": [10, 462], "cov": [6, 364], "covari": 69, "cover": [438, 442, 466], "cpu": [4, 15, 20, 32, 34, 35, 36, 38, 62, 65, 69, 76, 79, 88, 91, 92, 94, 100, 103, 104, 105, 107, 109, 110, 112, 113, 114, 115, 116, 117, 118, 119, 132, 133, 134, 135, 137, 138, 139, 148, 154, 191, 192, 202, 209, 211, 215, 225, 330, 331, 332, 435, 436, 448, 453, 454], "creat": [3, 4, 20, 32, 34, 35, 36, 37, 38, 40, 62, 76, 77, 78, 79, 80, 85, 87, 90, 91, 92, 100, 104, 118, 131, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 191, 192, 202, 204, 211, 282, 287, 330, 331, 332, 342, 346, 368, 373, 374, 375, 376, 377, 378, 379, 381, 382, 387, 390, 433, 436, 438, 439, 442, 443, 448, 453, 454, 462, 466], "creation": [87, 90, 455, 462, 466], "crop": [102, 108], "cross": [6, 65], "csingl": 9, "ct": 10, "cube": [53, 419], "cubic": 90, "cumprod": [6, 85, 220, 462], "cumproduct": 6, "cumsum": [6, 81, 85, 221, 425, 462], "cumul": [71, 72, 73, 81, 85, 220, 221, 288, 289, 425], "cupi": [2, 455], "current": [10, 11, 12, 13, 15, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 63, 66, 67, 74, 83, 87, 88, 90, 95, 96, 98, 126, 127, 128, 129, 130, 133, 145, 147, 148, 153, 168, 194, 195, 196, 197, 207, 213, 214, 215, 217, 326, 327, 336, 337, 339, 345, 397, 399, 403, 404, 409, 413, 414, 415, 416, 424, 429, 430, 435, 444, 445], "custom": 462, "customarili": 10, "cut": 179, "cutoff": 184, "cycl": [104, 118], "cyclic": 341, "cython": 4, "d": [0, 14, 19, 20, 44, 57, 58, 72, 73, 76, 77, 78, 79, 80, 84, 85, 86, 87, 100, 103, 104, 105, 106, 109, 110, 111, 114, 115, 117, 118, 119, 120, 124, 125, 136, 146, 148, 152, 173, 175, 176, 182, 183, 186, 205, 210, 220, 221, 227, 295, 328, 337, 338, 341, 351, 395, 401, 408, 410, 412, 422, 425, 427, 431, 432, 433, 440, 448, 451, 462], "d0": [346, 373, 375], "d1": [346, 375], "d3": 77, "data": [1, 3, 4, 11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 44, 46, 47, 48, 49, 51, 52, 53, 54, 58, 59, 60, 62, 63, 64, 65, 66, 67, 68, 69, 71, 74, 75, 76, 79, 82, 83, 84, 85, 87, 88, 89, 91, 92, 93, 94, 95, 96, 98, 100, 101, 103, 105, 107, 109, 110, 112, 113, 114, 115, 116, 117, 119, 121, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 156, 157, 158, 159, 160, 161, 163, 168, 169, 170, 179, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 205, 207, 208, 209, 213, 214, 215, 217, 218, 219, 222, 223, 224, 225, 226, 228, 282, 311, 324, 326, 327, 329, 331, 332, 335, 336, 337, 339, 341, 342, 345, 346, 347, 348, 350, 353, 354, 355, 356, 357, 358, 359, 360, 361, 365, 368, 369, 371, 372, 373, 374, 375, 376, 378, 379, 380, 381, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 403, 404, 405, 406, 407, 408, 409, 410, 413, 414, 415, 416, 419, 420, 421, 422, 423, 424, 428, 429, 430, 433, 435, 436, 444, 445, 447, 449, 451, 452, 453, 454, 455, 466], "datatyp": [87, 181], "date": 4, "datetim": 87, "datetime_as_str": 6, "datetime_data": 6, "dcmake_c_compil": 4, "dcmake_cxx_compil": 4, "ddof": [69, 85, 226, 228, 318, 325, 423, 449], "decai": 359, "decim": [31, 85, 121, 312, 404, 407], "decomposit": [171, 178, 181, 184, 188, 466], "decompress": 192, "decreas": 82, "decreasingli": 10, "def": 0, "default": [3, 10, 11, 12, 13, 14, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 44, 46, 47, 48, 49, 50, 51, 53, 54, 56, 58, 59, 60, 62, 63, 65, 66, 67, 69, 70, 71, 72, 73, 74, 76, 77, 79, 80, 81, 82, 83, 85, 87, 88, 89, 90, 91, 92, 93, 95, 96, 98, 100, 101, 102, 104, 106, 108, 111, 118, 120, 123, 126, 127, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139, 141, 142, 143, 144, 145, 146, 147, 148, 150, 151, 153, 157, 158, 159, 160, 161, 168, 169, 170, 171, 172, 175, 177, 179, 181, 182, 183, 184, 185, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 282, 287, 295, 326, 327, 329, 330, 331, 332, 334, 336, 337, 338, 339, 341, 345, 346, 350, 368, 373, 374, 375, 376, 377, 378, 379, 381, 382, 384, 385, 387, 390, 395, 397, 398, 399, 400, 401, 403, 404, 405, 406, 407, 408, 409, 410, 411, 413, 414, 415, 416, 417, 419, 420, 422, 423, 424, 425, 427, 429, 430, 431, 433, 434, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 448, 449, 451, 452, 453, 454, 462], "default_rng": 6, "defg": 90, "defici": 181, "defin": [10, 70, 87, 92, 128, 129, 138, 144, 145, 207, 213, 332, 336, 454, 462], "definit": [70, 102, 108, 126, 171], "deg": [18, 345], "deg2rad": [6, 344, 345, 447], "degre": [6, 18, 74, 226, 228, 344, 345, 388, 423, 447, 449, 470], "delet": 6, "delta": [10, 226, 228, 423, 447, 449], "demonstr": [0, 4, 87], "dens": [151, 211], "densiti": 144, "depend": [4, 80, 101, 175, 179, 185, 187, 188, 191, 225, 227, 411, 452], "deprec": 6, "deprecate_with_doc": 6, "depth": [57, 58, 86, 146, 408, 422, 451], "deriv": 141, "descend": 188, "descr": 87, "describ": [71, 87, 203, 398, 466], "descript": [71, 87, 144, 203, 398, 462], "design": 10, "desir": [20, 32, 34, 35, 36, 38, 39, 51, 91, 92, 100, 108, 137, 138, 139, 148, 191, 202, 331, 332, 432, 436, 453, 454], "destin": [58, 146, 216, 341, 342, 408, 422, 428, 451], "det": [6, 186], "detail": [31, 131, 407, 438, 439, 442, 443, 462], "determin": [13, 18, 21, 22, 23, 24, 25, 26, 27, 46, 48, 49, 53, 63, 66, 67, 74, 83, 95, 96, 98, 127, 128, 129, 130, 133, 134, 136, 147, 166, 168, 173, 179, 185, 186, 193, 194, 195, 196, 197, 205, 207, 213, 214, 217, 327, 337, 345, 397, 399, 403, 409, 413, 415, 416, 419, 420, 424, 429, 430, 433, 444, 445], "devel": 4, "develop": [3, 4], "deviat": [85, 208, 223, 226, 228, 318, 346, 361, 368, 423, 449], "devic": [0, 2, 3, 20, 32, 34, 35, 36, 37, 38, 40, 44, 62, 71, 76, 77, 79, 85, 91, 92, 100, 101, 104, 118, 131, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 191, 192, 202, 203, 204, 205, 208, 211, 223, 226, 228, 282, 330, 331, 332, 346, 368, 373, 374, 375, 376, 377, 378, 379, 381, 382, 387, 390, 398, 421, 423, 436, 438, 442, 448, 449, 453, 454], "df": [350, 366, 388, 389], "dfden": [354, 367], "dfnum": [354, 367], "dft": [10, 102, 108], "di": [77, 78], "diag": [6, 79, 80, 89, 100, 124, 125, 148, 174, 176, 188, 433], "diag_indic": [6, 78, 120], "diag_indices_from": [6, 77, 120], "diagflat": [6, 76, 80, 433], "diagon": [6, 76, 77, 78, 79, 85, 89, 100, 120, 148, 171, 175, 176, 177, 204, 323, 433, 436, 437, 438, 439, 441, 442, 443, 462], "dice": 363, "dictionari": 87, "diff": [6, 73, 88, 141, 144], "differ": [3, 10, 15, 20, 32, 34, 35, 36, 38, 44, 62, 71, 73, 76, 79, 81, 85, 87, 88, 91, 92, 100, 104, 108, 111, 118, 121, 124, 125, 132, 133, 134, 135, 137, 138, 139, 141, 148, 177, 191, 192, 202, 203, 205, 211, 287, 330, 331, 332, 335, 337, 342, 398, 424, 428, 436, 438, 442, 448, 453, 454, 466], "digit": [6, 10, 121, 144], "dim": 15, "dimens": [14, 19, 28, 29, 32, 41, 42, 43, 44, 57, 58, 64, 69, 70, 77, 80, 81, 85, 87, 97, 124, 125, 141, 146, 151, 152, 181, 183, 185, 203, 206, 208, 210, 211, 212, 216, 218, 219, 222, 223, 224, 225, 226, 227, 228, 295, 303, 314, 328, 330, 338, 342, 346, 376, 378, 379, 381, 398, 401, 412, 421, 422, 423, 425, 426, 427, 428, 432, 433, 438, 439, 442, 443, 449, 462, 466], "dimension": [2, 4, 30, 61, 65, 68, 71, 77, 78, 79, 80, 81, 82, 85, 89, 102, 103, 105, 107, 108, 109, 110, 112, 113, 114, 115, 116, 117, 119, 120, 132, 133, 135, 141, 151, 179, 185, 189, 190, 203, 206, 210, 211, 212, 218, 219, 222, 224, 226, 228, 317, 330, 333, 338, 398, 417, 423, 425, 427, 432, 449, 450, 455], "direct": [10, 70, 81, 102, 108, 124, 125, 141, 327], "directli": [87, 134, 151, 202, 328, 428], "directori": 140, "dirichlet": 6, "discard": 445, "discret": [3, 10, 61, 65, 73, 81, 88, 102, 103, 104, 107, 108, 109, 110, 112, 113, 114, 115, 116, 117, 118, 119, 141, 346, 455], "disp": 6, "dispers": 391, "displac": [85, 319], "distanc": 141, "distinct": [128, 129, 207, 213], "distinguish": 87, "distribut": [3, 4, 202, 346, 347, 348, 350, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 371, 372, 373, 374, 375, 377, 378, 380, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 466], "divid": [6, 86, 127, 130, 214, 399, 444], "divis": [83, 127, 130, 214, 337, 399, 444, 445], "divisor": [226, 228, 423, 449], "divmod": [6, 462], "dlpack": 131, "dmlc": 131, "dn": [346, 373, 375], "do": [3, 4, 87, 204, 348, 406], "docstr": 462, "document": [0, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 123, 124, 125, 126, 127, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 288, 289, 290, 295, 296, 297, 299, 300, 301, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 316, 317, 318, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 383, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 446, 447, 448, 449, 450, 451, 452, 453, 454, 462], "doe": [20, 52, 99, 101, 128, 129, 185, 220, 221, 335, 427], "domain": 10, "done": [3, 40, 85, 89, 190, 282], "dot": [6, 85, 89, 90, 152, 171, 176, 178, 182, 184, 185, 187, 188, 189, 190, 205, 431, 450], "doubl": [9, 359, 431], "down": 125, "dp": [83, 173, 175, 186, 187, 337, 401, 402, 412, 424, 444], "dpcpp": 4, "dpcpp_linux": 4, "dpcpp_win": 4, "dpctl": [0, 4, 15, 20, 32, 34, 35, 36, 37, 38, 40, 62, 68, 76, 77, 79, 85, 91, 92, 100, 104, 118, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 191, 192, 202, 204, 211, 218, 219, 222, 224, 225, 282, 330, 331, 332, 340, 346, 368, 373, 374, 375, 376, 377, 378, 379, 381, 382, 387, 390, 436, 438, 442, 448, 453, 454], "dpnp": [0, 2, 3, 4, 10, 455, 462, 466, 467, 470], "dpnp_arrai": [20, 32, 34, 35, 36, 38, 40, 62, 76, 77, 79, 91, 92, 99, 100, 104, 118, 120, 121, 131, 132, 133, 134, 135, 136, 137, 138, 139, 148, 149, 151, 191, 192, 202, 204, 211, 229, 282, 330, 331, 332, 346, 368, 373, 374, 375, 376, 377, 378, 379, 381, 382, 387, 390, 436, 438, 442, 448, 453, 454, 455], "dpnp_iface_arraycr": [211, 330], "draw": [346, 347, 348, 350, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 371, 372, 374, 380, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393], "drawn": [346, 347, 348, 350, 353, 354, 355, 356, 357, 358, 359, 360, 361, 363, 364, 365, 368, 369, 371, 372, 374, 377, 380, 386, 387, 388, 389, 390, 391, 392, 393, 394, 411], "drill": [348, 365], "driver": 2, "drop": [3, 87], "dsplit": [6, 58, 86], "dst": 64, "dstack": [6, 57, 58, 146, 408, 422, 451], "dt": 87, "dt2": 87, "dtype": [0, 9, 11, 12, 13, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 32, 34, 35, 36, 37, 38, 40, 44, 46, 47, 48, 49, 52, 53, 54, 58, 59, 60, 63, 66, 67, 69, 71, 72, 73, 74, 77, 83, 85, 89, 91, 92, 93, 95, 96, 98, 100, 101, 102, 108, 120, 121, 126, 127, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139, 141, 142, 143, 144, 146, 147, 148, 149, 150, 151, 153, 157, 158, 159, 160, 161, 168, 169, 170, 182, 188, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 205, 206, 207, 208, 212, 213, 214, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 282, 288, 289, 300, 306, 318, 320, 323, 325, 326, 327, 329, 331, 332, 336, 337, 338, 339, 345, 346, 368, 374, 390, 397, 398, 399, 402, 403, 404, 407, 408, 409, 413, 414, 415, 416, 418, 419, 420, 422, 423, 424, 425, 427, 429, 430, 433, 436, 437, 441, 444, 445, 449, 451, 453, 454, 462], "dump": 6, "dx": [141, 435], "dy": 141, "dz": 141, "e": [9, 10, 22, 24, 71, 72, 80, 87, 91, 92, 97, 100, 133, 137, 138, 141, 148, 168, 174, 186, 189, 193, 331, 332, 346, 400, 426, 436, 453, 454], "ea": 90, "each": [0, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 59, 60, 63, 66, 67, 72, 73, 77, 80, 82, 83, 85, 87, 90, 93, 95, 96, 98, 124, 125, 126, 127, 130, 134, 141, 142, 143, 144, 145, 150, 153, 157, 158, 159, 168, 169, 170, 174, 175, 176, 177, 179, 193, 194, 195, 196, 197, 198, 199, 200, 201, 205, 214, 216, 217, 312, 314, 326, 328, 329, 336, 337, 339, 342, 348, 365, 396, 397, 399, 400, 403, 404, 405, 407, 409, 413, 414, 415, 416, 419, 420, 422, 424, 428, 429, 430, 432, 438, 439, 442, 443, 444, 445, 462], "easier": 427, "easiest": 4, "easili": [0, 145], "edg": [56, 82, 144, 145], "edge_ord": 141, "ediff1d": [6, 81, 141], "effect": [90, 128, 129, 207, 213, 337], "effici": [10, 102, 133, 181, 184, 188], "efgh": 90, "eig": [6, 175, 176, 177], "eigenvalu": [174, 175, 176, 177, 466], "eigenvector": [174, 175, 176, 177], "eigh": [6, 174, 176, 177], "eigval": [6, 174, 175, 177], "eigvalsh": [6, 174, 175, 176], "einstein": [84, 89, 90, 152, 190, 205, 333, 431], "einsum": [6, 84, 90, 152, 190, 205, 333, 431], "einsum_path": [6, 89], "either": [15, 38, 44, 68, 71, 80, 87, 103, 105, 107, 109, 110, 112, 113, 114, 115, 116, 117, 119, 120, 141, 152, 154, 175, 177, 183, 185, 203, 218, 219, 222, 224, 225, 227, 398, 410, 428], "element": [4, 10, 11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 30, 31, 33, 44, 45, 46, 47, 48, 49, 53, 54, 56, 59, 60, 63, 64, 66, 67, 71, 72, 73, 78, 80, 81, 82, 83, 85, 87, 88, 90, 93, 95, 96, 98, 99, 100, 101, 120, 123, 124, 125, 126, 127, 128, 129, 130, 136, 141, 142, 143, 144, 145, 147, 148, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 168, 169, 170, 171, 176, 180, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 210, 212, 213, 214, 215, 217, 220, 221, 222, 224, 225, 226, 227, 228, 277, 278, 285, 286, 288, 289, 291, 292, 295, 297, 298, 300, 302, 304, 305, 310, 311, 312, 313, 315, 318, 319, 322, 325, 326, 327, 328, 329, 335, 336, 337, 338, 339, 341, 343, 395, 396, 397, 398, 399, 400, 401, 403, 404, 405, 406, 407, 409, 410, 411, 412, 413, 414, 415, 416, 417, 419, 420, 423, 424, 425, 427, 429, 430, 431, 432, 433, 437, 439, 441, 443, 444, 445, 446, 449, 452, 462, 466, 470], "ellipsi": 89, "els": [0, 186, 234], "elsewher": [100, 148, 436, 452], "empti": [4, 6, 32, 85, 92, 133, 137, 138, 179, 292, 331, 332, 335, 453, 454], "empty_lik": [6, 32, 91, 138, 332, 454], "enabl": [120, 181, 184, 188], "encount": [220, 221, 222, 224], "end": [20, 80, 87, 90, 108, 139, 191, 202], "end_tim": 0, "endian": 87, "endpoint": [20, 139, 191, 202], "engin": 382, "enough": 144, "entir": [44, 71, 144, 145, 203, 208, 222, 223, 224, 226, 228, 398, 423, 449], "entri": [85, 87, 91, 99, 120, 123, 124, 125, 317, 421], "env": 4, "environ": 4, "ep": [121, 181, 327], "epsilon": 181, "epsneg": 121, "equal": [6, 14, 15, 19, 33, 44, 58, 65, 69, 73, 85, 100, 139, 141, 142, 143, 144, 145, 146, 154, 156, 163, 165, 168, 169, 170, 180, 184, 185, 190, 191, 202, 214, 305, 329, 346, 356, 390, 399, 403, 404, 407, 408, 413, 421, 422, 436, 438, 442, 451], "equal_nan": [33, 154], "equat": [179, 187, 189, 190, 466], "equiv": [40, 52, 58, 64, 85, 89, 146, 180, 205, 282, 408, 422, 451], "equival": [10, 13, 14, 16, 17, 19, 28, 29, 30, 31, 44, 62, 70, 71, 74, 83, 84, 85, 86, 90, 97, 99, 128, 129, 130, 189, 203, 214, 217, 236, 277, 278, 290, 311, 324, 328, 333, 336, 345, 346, 374, 398, 399, 401, 407, 412, 417, 424, 425, 427, 431, 434, 444, 462], "error": [71, 94, 174, 203, 398, 421, 455, 462], "essenti": 4, "estim": [69, 145, 348, 365], "et": 10, "etc": [10, 87, 365], "eturn": 99, "euclidean": 179, "euler_gamma": 9, "evalu": [14, 15, 19, 85, 89, 90, 93, 156, 163, 190, 210, 277, 278, 333, 431, 462], "even": [10, 87, 104, 106, 108, 111, 118, 156, 163, 404, 407], "evenli": [20, 139, 191, 202, 404], "everi": [342, 428], "exact": [99, 182, 335], "exactli": [10, 39, 136, 344, 346, 374], "examin": 179, "exampl": [2, 3, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 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    dpnp.sin

    dpnp.arctanh

    Computes hyperbolic inverse tangent for each element x_i for input array x.

    dpnp.degrees

    Convert angles from radians to degrees.

    dpnp.radians

    Convert angles from degrees to radians.

    dpnp.deg2rad

    Convert angles from degrees to radians.