From e79280ba46fe02323b5bc48752a3e20dec46b832 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Mon, 8 Apr 2024 17:25:36 +0000 Subject: [PATCH] update `dpnp.cond` (#1773) * update dpnp.cond * address comments * update pinv function * Update dpnp/linalg/dpnp_utils_linalg.py --------- Co-authored-by: Anton <100830759+antonwolfy@users.noreply.github.com> 50b177d60779a971991266737110f6e3910647a0 --- .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_bitwise.html | 6 +- _modules/dpnp/dpnp_iface_counting.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 +- 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reference/generated/dpnp.trunc.html | 6 +- reference/generated/dpnp.unique.html | 6 +- reference/generated/dpnp.unwrap.html | 6 +- reference/generated/dpnp.vander.html | 6 +- reference/generated/dpnp.var.html | 6 +- reference/generated/dpnp.vdot.html | 6 +- reference/generated/dpnp.vstack.html | 6 +- reference/generated/dpnp.where.html | 6 +- reference/generated/dpnp.zeros.html | 6 +- reference/generated/dpnp.zeros_like.html | 6 +- reference/index.html | 6 +- reference/indexing.html | 6 +- reference/linalg.html | 6 +- reference/logic.html | 6 +- reference/manipulation.html | 6 +- reference/math.html | 6 +- reference/misc.html | 6 +- 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 | 6 +- search.html | 6 +- searchindex.js | 2 +- 483 files changed, 1561 insertions(+), 1477 deletions(-) diff --git a/.buildinfo b/.buildinfo index 594b8a61f53..256839ed383 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: 7bec477abf3e174bee93aabe29b74052 +config: 2e3a50181b758b3118496e3247799b3c tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/_modules/dpnp/dpnp_array.html b/_modules/dpnp/dpnp_array.html index 5651ea43421..5f86e64a4fa 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 0.11.1+527.gbea4c9c69 documentation + dpnp.dpnp_array — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/dpnp_flatiter.html b/_modules/dpnp/dpnp_flatiter.html index 7f4a8a005a5..87ac0aff316 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 0.11.1+527.gbea4c9c69 documentation + dpnp.dpnp_flatiter — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/dpnp_iface.html b/_modules/dpnp/dpnp_iface.html index c551c426c7d..8e57dbb49e1 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 0.11.1+527.gbea4c9c69 documentation + dpnp.dpnp_iface — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/dpnp_iface_arraycreation.html b/_modules/dpnp/dpnp_iface_arraycreation.html index b9b224d7c80..305c867b41a 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 0.11.1+527.gbea4c9c69 documentation + dpnp.dpnp_iface_arraycreation — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/dpnp_iface_bitwise.html b/_modules/dpnp/dpnp_iface_bitwise.html index a099b3f3718..8e688105be5 100644 --- a/_modules/dpnp/dpnp_iface_bitwise.html +++ b/_modules/dpnp/dpnp_iface_bitwise.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_bitwise — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.dpnp_iface_bitwise — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/dpnp_iface_counting.html b/_modules/dpnp/dpnp_iface_counting.html index f61784f4011..377f2a64148 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 0.11.1+527.gbea4c9c69 documentation + dpnp.dpnp_iface_counting — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/dpnp_iface_indexing.html b/_modules/dpnp/dpnp_iface_indexing.html index 2dde2c87db9..b3f13fd9154 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 0.11.1+527.gbea4c9c69 documentation + dpnp.dpnp_iface_indexing — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/dpnp_iface_libmath.html b/_modules/dpnp/dpnp_iface_libmath.html index 2db8a5b3864..5c735ef68c3 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 0.11.1+527.gbea4c9c69 documentation + dpnp.dpnp_iface_libmath — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/dpnp_iface_linearalgebra.html b/_modules/dpnp/dpnp_iface_linearalgebra.html index 57f9552def6..cd118f4cf03 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 0.11.1+527.gbea4c9c69 documentation + dpnp.dpnp_iface_linearalgebra — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/dpnp_iface_logic.html b/_modules/dpnp/dpnp_iface_logic.html index ea4b7da8d79..e4fbdb9158e 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 0.11.1+527.gbea4c9c69 documentation + dpnp.dpnp_iface_logic — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/dpnp_iface_manipulation.html b/_modules/dpnp/dpnp_iface_manipulation.html index e9eadf24ae5..caa4c397ce6 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 0.11.1+527.gbea4c9c69 documentation + dpnp.dpnp_iface_manipulation — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/dpnp_iface_mathematical.html b/_modules/dpnp/dpnp_iface_mathematical.html index d30b278b050..3e3fd7df9bd 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 0.11.1+527.gbea4c9c69 documentation + dpnp.dpnp_iface_mathematical — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/dpnp_iface_nanfunctions.html b/_modules/dpnp/dpnp_iface_nanfunctions.html index 91b26b2b409..b6fd683a062 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 0.11.1+527.gbea4c9c69 documentation + dpnp.dpnp_iface_nanfunctions — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/dpnp_iface_searching.html b/_modules/dpnp/dpnp_iface_searching.html index 07353f47f0e..b497c11b49e 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 0.11.1+527.gbea4c9c69 documentation + dpnp.dpnp_iface_searching — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/dpnp_iface_sorting.html b/_modules/dpnp/dpnp_iface_sorting.html index a33ef357d7f..431275beaaa 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 0.11.1+527.gbea4c9c69 documentation + dpnp.dpnp_iface_sorting — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/dpnp_iface_statistics.html b/_modules/dpnp/dpnp_iface_statistics.html index 3f8e1fef9ea..9451a2e4b20 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 0.11.1+527.gbea4c9c69 documentation + dpnp.dpnp_iface_statistics — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/dpnp_iface_trigonometric.html b/_modules/dpnp/dpnp_iface_trigonometric.html index ce769c2a22c..78a40d09425 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 0.11.1+527.gbea4c9c69 documentation + dpnp.dpnp_iface_trigonometric — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/dpnp_iface_types.html b/_modules/dpnp/dpnp_iface_types.html index b52dc601681..464d0a3d162 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 0.11.1+527.gbea4c9c69 documentation + dpnp.dpnp_iface_types — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/fft/dpnp_iface_fft.html b/_modules/dpnp/fft/dpnp_iface_fft.html index e5c47ca71b4..17ef29a360d 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 0.11.1+527.gbea4c9c69 documentation + dpnp.fft.dpnp_iface_fft — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/linalg/dpnp_iface_linalg.html b/_modules/dpnp/linalg/dpnp_iface_linalg.html index 81e327c57a3..6c4edca7ab4 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 0.11.1+527.gbea4c9c69 documentation + dpnp.linalg.dpnp_iface_linalg — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
@@ -138,6 +138,7 @@

Source code for dpnp.linalg.dpnp_iface_linalg

check_stacked_2d, check_stacked_square, dpnp_cholesky, + dpnp_cond, dpnp_det, dpnp_eigh, dpnp_inv, @@ -240,32 +241,61 @@

Source code for dpnp.linalg.dpnp_iface_linalg

[docs] -def cond(input, p=None): +def cond(x, p=None): """ Compute the condition number of a matrix. For full documentation refer to :obj:`numpy.linalg.cond`. - Limitations - ----------- - Input array is supported as :obj:`dpnp.ndarray`. - Parameter p=[None, 1, -1, 2, -2, dpnp.inf, -dpnp.inf, 'fro'] is supported. + Parameters + ---------- + x : {dpnp.ndarray, usm_ndarray} + The matrix whose condition number is sought. + p : {None, 1, -1, 2, -2, inf, -inf, "fro"}, optional + Order of the norm used in the condition number computation. + inf means the `dpnp.inf` object, and the Frobenius norm is + the root-of-sum-of-squares norm. The default is ``None``. + + Returns + ------- + out : dpnp.ndarray + The condition number of the matrix. May be infinite. See Also -------- - :obj:`dpnp.norm` : Matrix or vector norm. - """ + :obj:`dpnp.linalg.norm` : Matrix or vector norm. - if not use_origin_backend(input): - if p in [None, 1, -1, 2, -2, dpnp.inf, -dpnp.inf, "fro"]: - result_obj = dpnp_cond(input, p) - result = dpnp.convert_single_elem_array_to_scalar(result_obj) + Examples + -------- + >>> import dpnp as np + >>> a = np.array([[1, 0, -1], [0, 1, 0], [1, 0, 1]]) + >>> a + array([[ 1, 0, -1], + [ 0, 1, 0], + [ 1, 0, 1]]) + >>> np.linalg.cond(a) + array(1.41421356) + >>> np.linalg.cond(a, 'fro') + array(3.16227766) + >>> np.linalg.cond(a, np.inf) + array(2.) + >>> np.linalg.cond(a, -np.inf) + array(1.) + >>> np.linalg.cond(a, 1) + array(2.) + >>> np.linalg.cond(a, -1) + array(1.) + >>> np.linalg.cond(a, 2) + array(1.41421356) + >>> np.linalg.cond(a, -2) + array(0.70710678) # may vary + >>> min(np.linalg.svd(a, compute_uv=False))*min(np.linalg.svd(np.linalg.inv(a), compute_uv=False)) + array(0.70710678) # may vary - return result - else: - pass + """ - return call_origin(numpy.linalg.cond, input, p)
+ dpnp.check_supported_arrays_type(x) + return dpnp_cond(x, p)
@@ -522,6 +552,11 @@

Source code for dpnp.linalg.dpnp_iface_linalg

out : (..., M, M) dpnp.ndarray (Multiplicative) inverse of the matrix a. + See Also + -------- + :obj:`dpnp.linalg.cond` : Compute the condition number of a matrix. + :obj:`dpnp.linalg.svd` : Compute the singular value decomposition. + Examples -------- >>> import dpnp as np @@ -838,11 +873,11 @@

Source code for dpnp.linalg.dpnp_iface_linalg

[ 2, 3, 4]]) >>> np.linalg.norm(a) - array(7.745966692414834) + array(7.74596669) >>> np.linalg.norm(b) - array(7.745966692414834) + array(7.74596669) >>> np.linalg.norm(b, 'fro') - array(7.745966692414834) + array(7.74596669) >>> np.linalg.norm(a, np.inf) array(4.) >>> np.linalg.norm(b, np.inf) @@ -861,16 +896,16 @@

Source code for dpnp.linalg.dpnp_iface_linalg

>>> np.linalg.norm(b, -1) array(6.) >>> np.linalg.norm(a, 2) - array(7.745966692414834) + array(7.74596669) >>> np.linalg.norm(b, 2) - array(7.3484692283495345) + array(7.34846923) >>> np.linalg.norm(a, -2) array(0.) >>> np.linalg.norm(b, -2) - array(1.8570331885190563e-016) # may vary + array(4.35106603e-18) # may vary >>> np.linalg.norm(a, 3) - array(5.8480354764257312) # may vary + array(5.84803548) # may vary >>> np.linalg.norm(a, -3) array(0.) @@ -891,7 +926,7 @@

Source code for dpnp.linalg.dpnp_iface_linalg

>>> np.linalg.norm(m, axis=(1,2)) array([ 3.74165739, 11.22497216]) >>> np.linalg.norm(m[0, :, :]), np.linalg.norm(m[1, :, :]) - (array(3.7416573867739413), array(11.224972160321824)) + (array(3.74165739), array(11.22497216)) """ diff --git a/_modules/dpnp/random/dpnp_iface_random.html b/_modules/dpnp/random/dpnp_iface_random.html index 92d7813cbbf..47914c6e2f8 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 0.11.1+527.gbea4c9c69 documentation + dpnp.random.dpnp_iface_random — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/dpnp/random/dpnp_random_state.html b/_modules/dpnp/random/dpnp_random_state.html index b389ae5593e..30c5e47c9bb 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 0.11.1+527.gbea4c9c69 documentation + dpnp.random.dpnp_random_state — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_modules/index.html b/_modules/index.html index dba82855eb5..21e3b4330ed 100644 --- a/_modules/index.html +++ b/_modules/index.html @@ -12,7 +12,7 @@ - Overview: module code — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + Overview: module code — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/_static/documentation_options.js b/_static/documentation_options.js index 0219fb6202d..818eeaec86b 100644 --- a/_static/documentation_options.js +++ b/_static/documentation_options.js @@ -1,5 +1,5 @@ const DOCUMENTATION_OPTIONS = { - VERSION: '0.11.1+527.gbea4c9c69', + VERSION: '0.11.1+528.g50b177d60', LANGUAGE: 'en', COLLAPSE_INDEX: false, BUILDER: 'html', diff --git a/dpctl.html b/dpctl.html index 601dd20d955..a5039c556f0 100644 --- a/dpctl.html +++ b/dpctl.html @@ -13,7 +13,7 @@ - Interplay with the Data Parallel Control Library — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + Interplay with the Data Parallel Control Library — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -44,7 +44,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/dpnp_backend_api.html b/dpnp_backend_api.html index a0fe9c85cc6..cbad89607fc 100644 --- a/dpnp_backend_api.html +++ b/dpnp_backend_api.html @@ -13,7 +13,7 @@ - C++ backend API Reference — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + C++ backend API Reference — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -45,7 +45,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/genindex.html b/genindex.html index d9a9d02d1be..923621f7a57 100644 --- a/genindex.html +++ b/genindex.html @@ -12,7 +12,7 @@ - Index — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + Index — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
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diff --git a/index.html b/index.html index a72a860b72d..f2381fae935 100644 --- a/index.html +++ b/index.html @@ -13,7 +13,7 @@ - Data Parallel Extension for NumPy* — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + Data Parallel Extension for NumPy* — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -45,7 +45,7 @@ Data Parallel Extension for NumPy
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diff --git a/quick_start_guide.html b/quick_start_guide.html index f440a56ebc1..f9758d1d600 100644 --- a/quick_start_guide.html +++ b/quick_start_guide.html @@ -13,7 +13,7 @@ - Quick Start Guide — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + Quick Start Guide — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
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diff --git a/reference/binary.html b/reference/binary.html index 5661cfb5e3d..1e8b16009c3 100644 --- a/reference/binary.html +++ b/reference/binary.html @@ -13,7 +13,7 @@ - Binary Operations — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + Binary Operations — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
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diff --git a/reference/comparison.html b/reference/comparison.html index a5ab57bb4c4..83d9a8cae19 100644 --- a/reference/comparison.html +++ b/reference/comparison.html @@ -13,7 +13,7 @@ - Comparison Table NumPy/ DPNP/ CuPy — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + Comparison Table NumPy/ DPNP/ CuPy — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
@@ -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(v0.11.1+527.gbea4c9c69) / CuPy(v9.6.0) APIs

+

NumPy(v1.23.5) / DPNP(v0.11.1+528.g50b177d60) / CuPy(v9.6.0) APIs

Summary

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diff --git a/reference/generated/dpnp.absolute.html b/reference/generated/dpnp.absolute.html index 5ac7128d229..f8de337197b 100644 --- a/reference/generated/dpnp.absolute.html +++ b/reference/generated/dpnp.absolute.html @@ -13,7 +13,7 @@ - dpnp.absolute — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.absolute — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
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diff --git a/reference/generated/dpnp.add.html b/reference/generated/dpnp.add.html index 69b09cc2f0e..7d819504da3 100644 --- a/reference/generated/dpnp.add.html +++ b/reference/generated/dpnp.add.html @@ -13,7 +13,7 @@ - dpnp.add — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.add — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
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diff --git a/reference/generated/dpnp.arange.html b/reference/generated/dpnp.arange.html index bb3464d72c2..71996e0d576 100644 --- a/reference/generated/dpnp.arange.html +++ b/reference/generated/dpnp.arange.html @@ -13,7 +13,7 @@ - dpnp.arange — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.arange — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
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diff --git a/reference/generated/dpnp.arccos.html b/reference/generated/dpnp.arccos.html index 7163bc5c01b..0edb4677a00 100644 --- a/reference/generated/dpnp.arccos.html +++ b/reference/generated/dpnp.arccos.html @@ -13,7 +13,7 @@ - dpnp.arccos — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.arccos — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
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diff --git a/reference/generated/dpnp.arccosh.html b/reference/generated/dpnp.arccosh.html index 2af74f5ddb4..02384169410 100644 --- a/reference/generated/dpnp.arccosh.html +++ b/reference/generated/dpnp.arccosh.html @@ -13,7 +13,7 @@ - dpnp.arccosh — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.arccosh — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
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diff --git a/reference/generated/dpnp.arcsin.html b/reference/generated/dpnp.arcsin.html index 65d6bba6327..79fb9a629db 100644 --- a/reference/generated/dpnp.arcsin.html +++ b/reference/generated/dpnp.arcsin.html @@ -13,7 +13,7 @@ - dpnp.arcsin — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.arcsin — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
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diff --git a/reference/generated/dpnp.arcsinh.html b/reference/generated/dpnp.arcsinh.html index 5407777c4af..6e334a52204 100644 --- a/reference/generated/dpnp.arcsinh.html +++ b/reference/generated/dpnp.arcsinh.html @@ -13,7 +13,7 @@ - dpnp.arcsinh — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.arcsinh — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
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diff --git a/reference/generated/dpnp.arctan.html b/reference/generated/dpnp.arctan.html index bc77f032fce..a75d65a0fbc 100644 --- a/reference/generated/dpnp.arctan.html +++ b/reference/generated/dpnp.arctan.html @@ -13,7 +13,7 @@ - dpnp.arctan — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.arctan — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.arctan2.html b/reference/generated/dpnp.arctan2.html index a98b735a8b8..4d4e160994e 100644 --- a/reference/generated/dpnp.arctan2.html +++ b/reference/generated/dpnp.arctan2.html @@ -13,7 +13,7 @@ - dpnp.arctan2 — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.arctan2 — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.arctanh.html b/reference/generated/dpnp.arctanh.html index 6792633265e..159f9ffd012 100644 --- a/reference/generated/dpnp.arctanh.html +++ b/reference/generated/dpnp.arctanh.html @@ -13,7 +13,7 @@ - dpnp.arctanh — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.arctanh — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.argmax.html b/reference/generated/dpnp.argmax.html index d4b561709ab..6e73958f5f2 100644 --- a/reference/generated/dpnp.argmax.html +++ b/reference/generated/dpnp.argmax.html @@ -13,7 +13,7 @@ - dpnp.argmax — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.argmax — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 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 97e6e8a8a01..2923b9abc0a 100644 --- a/reference/generated/dpnp.asarray.html +++ b/reference/generated/dpnp.asarray.html @@ -13,7 +13,7 @@ - dpnp.asarray — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.asarray — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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diff --git a/reference/generated/dpnp.hypot.html b/reference/generated/dpnp.hypot.html index cddb0c908f5..dddbfd8d24f 100644 --- a/reference/generated/dpnp.hypot.html +++ b/reference/generated/dpnp.hypot.html @@ -13,7 +13,7 @@ - dpnp.hypot — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.hypot — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.identity.html b/reference/generated/dpnp.identity.html index 74e55d95be1..37858406d06 100644 --- a/reference/generated/dpnp.identity.html +++ b/reference/generated/dpnp.identity.html @@ -13,7 +13,7 @@ - dpnp.identity — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.identity — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.iinfo.html b/reference/generated/dpnp.iinfo.html index 3922aeeb0f5..60b063ff9cb 100644 --- a/reference/generated/dpnp.iinfo.html +++ b/reference/generated/dpnp.iinfo.html @@ -13,7 +13,7 @@ - dpnp.iinfo — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.iinfo — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.imag.html b/reference/generated/dpnp.imag.html index bd3a17f6224..95fcb4b456a 100644 --- a/reference/generated/dpnp.imag.html +++ b/reference/generated/dpnp.imag.html @@ -13,7 +13,7 @@ - dpnp.imag — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.imag — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.indices.html b/reference/generated/dpnp.indices.html index 7dfaa725925..e2b434b7999 100644 --- a/reference/generated/dpnp.indices.html +++ b/reference/generated/dpnp.indices.html @@ -13,7 +13,7 @@ - dpnp.indices — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.indices — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.inner.html b/reference/generated/dpnp.inner.html index 3afeb1a72eb..466dd260f51 100644 --- a/reference/generated/dpnp.inner.html +++ b/reference/generated/dpnp.inner.html @@ -13,7 +13,7 @@ - dpnp.inner — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.inner — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.invert.html b/reference/generated/dpnp.invert.html index 405a98e3d91..22f1533367d 100644 --- a/reference/generated/dpnp.invert.html +++ b/reference/generated/dpnp.invert.html @@ -13,7 +13,7 @@ - dpnp.invert — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.invert — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.isclose.html b/reference/generated/dpnp.isclose.html index 341b4f07095..b3af1530c32 100644 --- a/reference/generated/dpnp.isclose.html +++ b/reference/generated/dpnp.isclose.html @@ -13,7 +13,7 @@ - dpnp.isclose — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.isclose — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.isfinite.html b/reference/generated/dpnp.isfinite.html index 02373c1867c..e5fa8fcdbe9 100644 --- a/reference/generated/dpnp.isfinite.html +++ b/reference/generated/dpnp.isfinite.html @@ -13,7 +13,7 @@ - dpnp.isfinite — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.isfinite — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.isinf.html b/reference/generated/dpnp.isinf.html index 2db4a4f6ca9..e178abe92d5 100644 --- a/reference/generated/dpnp.isinf.html +++ b/reference/generated/dpnp.isinf.html @@ -13,7 +13,7 @@ - dpnp.isinf — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.isinf — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.isnan.html b/reference/generated/dpnp.isnan.html index 0b6debeef6c..783dc66e316 100644 --- a/reference/generated/dpnp.isnan.html +++ b/reference/generated/dpnp.isnan.html @@ -13,7 +13,7 @@ - dpnp.isnan — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.isnan — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.isscalar.html b/reference/generated/dpnp.isscalar.html index f61534cbffe..54fbb531d27 100644 --- a/reference/generated/dpnp.isscalar.html +++ b/reference/generated/dpnp.isscalar.html @@ -13,7 +13,7 @@ - dpnp.isscalar — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.isscalar — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.issubdtype.html b/reference/generated/dpnp.issubdtype.html index 834a3ef2c15..496f093e74e 100644 --- a/reference/generated/dpnp.issubdtype.html +++ b/reference/generated/dpnp.issubdtype.html @@ -13,7 +13,7 @@ - dpnp.issubdtype — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.issubdtype — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.issubsctype.html b/reference/generated/dpnp.issubsctype.html index b70589dd12b..8d4edb9d7e9 100644 --- a/reference/generated/dpnp.issubsctype.html +++ b/reference/generated/dpnp.issubsctype.html @@ -13,7 +13,7 @@ - dpnp.issubsctype — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.issubsctype — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.kron.html b/reference/generated/dpnp.kron.html index 92e4ffcc8b5..d664c1a6342 100644 --- a/reference/generated/dpnp.kron.html +++ b/reference/generated/dpnp.kron.html @@ -13,7 +13,7 @@ - dpnp.kron — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.kron — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.left_shift.html b/reference/generated/dpnp.left_shift.html index 8513392a23f..37b78f13b10 100644 --- a/reference/generated/dpnp.left_shift.html +++ b/reference/generated/dpnp.left_shift.html @@ -13,7 +13,7 @@ - dpnp.left_shift — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.left_shift — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.less.html b/reference/generated/dpnp.less.html index 737adb44a3c..af8853b013a 100644 --- a/reference/generated/dpnp.less.html +++ b/reference/generated/dpnp.less.html @@ -13,7 +13,7 @@ - dpnp.less — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.less — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.less_equal.html b/reference/generated/dpnp.less_equal.html index a0dd9be8ec5..ad1c8ccd8dd 100644 --- a/reference/generated/dpnp.less_equal.html +++ b/reference/generated/dpnp.less_equal.html @@ -13,7 +13,7 @@ - dpnp.less_equal — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.less_equal — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.linalg.cholesky.html b/reference/generated/dpnp.linalg.cholesky.html index 8ca989d3435..93a93cf143a 100644 --- a/reference/generated/dpnp.linalg.cholesky.html +++ b/reference/generated/dpnp.linalg.cholesky.html @@ -13,7 +13,7 @@ - dpnp.linalg.cholesky — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.linalg.cholesky — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.linalg.cond.html b/reference/generated/dpnp.linalg.cond.html index 5ed6cafb643..62ae5b069b9 100644 --- a/reference/generated/dpnp.linalg.cond.html +++ b/reference/generated/dpnp.linalg.cond.html @@ -13,7 +13,7 @@ - dpnp.linalg.cond — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.linalg.cond — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
@@ -127,19 +127,59 @@

dpnp.linalg.cond

-dpnp.linalg.cond(input, p=None)[source]
+dpnp.linalg.cond(x, p=None)[source]

Compute the condition number of a matrix.

For full documentation refer to numpy.linalg.cond.

-

Limitations

-

Input array is supported as dpnp.ndarray. -Parameter p=[None, 1, -1, 2, -2, dpnp.inf, -dpnp.inf, ‘fro’] is supported.

+
+
Parameters:
+
    +

  • x ({dpnp.ndarray, usm_ndarray}) – The matrix whose condition number is sought.

    • +

  • p ({None, 1, -1, 2, -2, inf, -inf, "fro"}, optional) – Order of the norm used in the condition number computation. +inf means the dpnp.inf object, and the Frobenius norm is +the root-of-sum-of-squares norm. The default is None.

    • +
+
+
Returns:
+

out – The condition number of the matrix. May be infinite.

+
+
Return type:
+

dpnp.ndarray

+
+

See also

-
dpnp.norm

Matrix or vector norm.

+
dpnp.linalg.norm

Matrix or vector norm.

+

Examples

+
>>> import dpnp as np
+>>> a = np.array([[1, 0, -1], [0, 1, 0], [1, 0, 1]])
+>>> a
+array([[ 1,  0, -1],
+       [ 0,  1,  0],
+       [ 1,  0,  1]])
+>>> np.linalg.cond(a)
+array(1.41421356)
+>>> np.linalg.cond(a, 'fro')
+array(3.16227766)
+>>> np.linalg.cond(a, np.inf)
+array(2.)
+>>> np.linalg.cond(a, -np.inf)
+array(1.)
+>>> np.linalg.cond(a, 1)
+array(2.)
+>>> np.linalg.cond(a, -1)
+array(1.)
+>>> np.linalg.cond(a, 2)
+array(1.41421356)
+>>> np.linalg.cond(a, -2)
+array(0.70710678) # may vary
+>>> min(np.linalg.svd(a, compute_uv=False))*min(np.linalg.svd(np.linalg.inv(a), compute_uv=False))
+array(0.70710678) # may vary
+
+
diff --git a/reference/generated/dpnp.linalg.det.html b/reference/generated/dpnp.linalg.det.html index aadac9ad1cd..33251546eca 100644 --- a/reference/generated/dpnp.linalg.det.html +++ b/reference/generated/dpnp.linalg.det.html @@ -13,7 +13,7 @@ - dpnp.linalg.det — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.linalg.det — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.linalg.eig.html b/reference/generated/dpnp.linalg.eig.html index a2ef7d255a1..a6831c29227 100644 --- a/reference/generated/dpnp.linalg.eig.html +++ b/reference/generated/dpnp.linalg.eig.html @@ -13,7 +13,7 @@ - dpnp.linalg.eig — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.linalg.eig — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.linalg.eigh.html b/reference/generated/dpnp.linalg.eigh.html index d9e40c2a42c..7711675fd6b 100644 --- a/reference/generated/dpnp.linalg.eigh.html +++ b/reference/generated/dpnp.linalg.eigh.html @@ -13,7 +13,7 @@ - dpnp.linalg.eigh — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.linalg.eigh — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.linalg.eigvals.html b/reference/generated/dpnp.linalg.eigvals.html index cd9720d5dff..509cdd8ea7a 100644 --- a/reference/generated/dpnp.linalg.eigvals.html +++ b/reference/generated/dpnp.linalg.eigvals.html @@ -13,7 +13,7 @@ - dpnp.linalg.eigvals — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.linalg.eigvals — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.linalg.eigvalsh.html b/reference/generated/dpnp.linalg.eigvalsh.html index ce726929cc6..51f8ae8ed2a 100644 --- a/reference/generated/dpnp.linalg.eigvalsh.html +++ b/reference/generated/dpnp.linalg.eigvalsh.html @@ -13,7 +13,7 @@ - dpnp.linalg.eigvalsh — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.linalg.eigvalsh — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.linalg.inv.html b/reference/generated/dpnp.linalg.inv.html index 4c873937a9a..bac79a35c13 100644 --- a/reference/generated/dpnp.linalg.inv.html +++ b/reference/generated/dpnp.linalg.inv.html @@ -13,7 +13,7 @@ - dpnp.linalg.inv — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.linalg.inv — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
@@ -143,6 +143,15 @@

dpnp.linalg.inv

(…, M, M) dpnp.ndarray

+
+

See also

+
+
dpnp.linalg.cond

Compute the condition number of a matrix.

+
+
dpnp.linalg.svd

Compute the singular value decomposition.

+
+
+

Examples

>>> import dpnp as np
 >>> a = np.array([[1., 2.], [3., 4.]])
diff --git a/reference/generated/dpnp.linalg.matrix_power.html b/reference/generated/dpnp.linalg.matrix_power.html
index 0903a0e19ef..5934f2b0dbc 100644
--- a/reference/generated/dpnp.linalg.matrix_power.html
+++ b/reference/generated/dpnp.linalg.matrix_power.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.linalg.matrix_power — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation
+  dpnp.linalg.matrix_power — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.11.1+527.gbea4c9c69
+                0.11.1+528.g50b177d60
               

 

   
diff --git a/reference/generated/dpnp.linalg.matrix_rank.html b/reference/generated/dpnp.linalg.matrix_rank.html
index 4b844d19f78..4ac2afeeecf 100644
--- a/reference/generated/dpnp.linalg.matrix_rank.html
+++ b/reference/generated/dpnp.linalg.matrix_rank.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.linalg.matrix_rank — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation
+  dpnp.linalg.matrix_rank — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.11.1+527.gbea4c9c69
+                0.11.1+528.g50b177d60
               

 

   
diff --git a/reference/generated/dpnp.linalg.multi_dot.html b/reference/generated/dpnp.linalg.multi_dot.html
index 86f49e3cf62..0c6f752fd23 100644
--- a/reference/generated/dpnp.linalg.multi_dot.html
+++ b/reference/generated/dpnp.linalg.multi_dot.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.linalg.multi_dot — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation
+  dpnp.linalg.multi_dot — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.11.1+527.gbea4c9c69
+                0.11.1+528.g50b177d60
               

 

   
diff --git a/reference/generated/dpnp.linalg.norm.html b/reference/generated/dpnp.linalg.norm.html
index 7e7df7030f0..79865b151e9 100644
--- a/reference/generated/dpnp.linalg.norm.html
+++ b/reference/generated/dpnp.linalg.norm.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.linalg.norm — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation
+  dpnp.linalg.norm — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.11.1+527.gbea4c9c69
+                0.11.1+528.g50b177d60
               

 
 
>>> np.linalg.norm(a, -2)
 array(0.)
 >>> np.linalg.norm(b, -2)
-array(1.8570331885190563e-016) # may vary
+array(4.35106603e-18) # may vary
 >>> np.linalg.norm(a, 3)
-array(5.8480354764257312) # may vary
+array(5.84803548) # may vary
 >>> np.linalg.norm(a, -3)
 array(0.)
 

@@ -223,7 +223,7 @@ 
dpnp.linalg.norm>>> np.linalg.norm(m, axis=(1,2))
 array([  3.74165739,  11.22497216])
 >>> np.linalg.norm(m[0, :, :]), np.linalg.norm(m[1, :, :])
-(array(3.7416573867739413), array(11.224972160321824))
+(array(3.74165739), array(11.22497216))
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.radians.html b/reference/generated/dpnp.radians.html index 32080335bdd..ec0d375efd8 100644 --- a/reference/generated/dpnp.radians.html +++ b/reference/generated/dpnp.radians.html @@ -13,7 +13,7 @@ - dpnp.radians — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.radians — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.beta.html b/reference/generated/dpnp.random.beta.html index 1ea068c8b4a..15b649ec4f1 100644 --- a/reference/generated/dpnp.random.beta.html +++ b/reference/generated/dpnp.random.beta.html @@ -13,7 +13,7 @@ - dpnp.random.beta — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.beta — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.bytes.html b/reference/generated/dpnp.random.bytes.html index def6c81f730..630aba2f86c 100644 --- a/reference/generated/dpnp.random.bytes.html +++ b/reference/generated/dpnp.random.bytes.html @@ -13,7 +13,7 @@ - dpnp.random.bytes — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.bytes — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.choice.html b/reference/generated/dpnp.random.choice.html index 77540814515..d9df1ac30d8 100644 --- a/reference/generated/dpnp.random.choice.html +++ b/reference/generated/dpnp.random.choice.html @@ -13,7 +13,7 @@ - dpnp.random.choice — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.choice — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.dirichlet.html b/reference/generated/dpnp.random.dirichlet.html index 218da408e14..dc621326d63 100644 --- a/reference/generated/dpnp.random.dirichlet.html +++ b/reference/generated/dpnp.random.dirichlet.html @@ -13,7 +13,7 @@ - dpnp.random.dirichlet — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.dirichlet — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.exponential.html b/reference/generated/dpnp.random.exponential.html index 21f6d6a994b..3f8584e80a2 100644 --- a/reference/generated/dpnp.random.exponential.html +++ b/reference/generated/dpnp.random.exponential.html @@ -13,7 +13,7 @@ - dpnp.random.exponential — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.exponential — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.f.html b/reference/generated/dpnp.random.f.html index 6611094a421..780ade40e8e 100644 --- a/reference/generated/dpnp.random.f.html +++ b/reference/generated/dpnp.random.f.html @@ -13,7 +13,7 @@ - dpnp.random.f — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.f — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.gamma.html b/reference/generated/dpnp.random.gamma.html index 79efb4762a3..d363bdf4e67 100644 --- a/reference/generated/dpnp.random.gamma.html +++ b/reference/generated/dpnp.random.gamma.html @@ -13,7 +13,7 @@ - dpnp.random.gamma — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.gamma — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.geometric.html b/reference/generated/dpnp.random.geometric.html index 65a4a001471..130d91bfb18 100644 --- a/reference/generated/dpnp.random.geometric.html +++ b/reference/generated/dpnp.random.geometric.html @@ -13,7 +13,7 @@ - dpnp.random.geometric — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.geometric — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.gumbel.html b/reference/generated/dpnp.random.gumbel.html index d5170d81a5d..a8a6cb1293f 100644 --- a/reference/generated/dpnp.random.gumbel.html +++ b/reference/generated/dpnp.random.gumbel.html @@ -13,7 +13,7 @@ - dpnp.random.gumbel — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.gumbel — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.hypergeometric.html b/reference/generated/dpnp.random.hypergeometric.html index 91ced89dcd3..8a1e3ed94b7 100644 --- a/reference/generated/dpnp.random.hypergeometric.html +++ b/reference/generated/dpnp.random.hypergeometric.html @@ -13,7 +13,7 @@ - dpnp.random.hypergeometric — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.hypergeometric — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.laplace.html b/reference/generated/dpnp.random.laplace.html index 886c3f355cd..566b84c83cd 100644 --- a/reference/generated/dpnp.random.laplace.html +++ b/reference/generated/dpnp.random.laplace.html @@ -13,7 +13,7 @@ - dpnp.random.laplace — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.laplace — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.logistic.html b/reference/generated/dpnp.random.logistic.html index 74cd3e925b7..7e023eb4c7d 100644 --- a/reference/generated/dpnp.random.logistic.html +++ b/reference/generated/dpnp.random.logistic.html @@ -13,7 +13,7 @@ - dpnp.random.logistic — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.logistic — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.lognormal.html b/reference/generated/dpnp.random.lognormal.html index 9383f6234a2..d3f36bcdd4b 100644 --- a/reference/generated/dpnp.random.lognormal.html +++ b/reference/generated/dpnp.random.lognormal.html @@ -13,7 +13,7 @@ - dpnp.random.lognormal — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.lognormal — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.logseries.html b/reference/generated/dpnp.random.logseries.html index 9030bca20d4..17bcd03e5b3 100644 --- a/reference/generated/dpnp.random.logseries.html +++ b/reference/generated/dpnp.random.logseries.html @@ -13,7 +13,7 @@ - dpnp.random.logseries — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.logseries — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.multinomial.html b/reference/generated/dpnp.random.multinomial.html index ca1c178192d..65d085d5e4a 100644 --- a/reference/generated/dpnp.random.multinomial.html +++ b/reference/generated/dpnp.random.multinomial.html @@ -13,7 +13,7 @@ - dpnp.random.multinomial — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.multinomial — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.multivariate_normal.html b/reference/generated/dpnp.random.multivariate_normal.html index fc197d311aa..e05a06ab46f 100644 --- a/reference/generated/dpnp.random.multivariate_normal.html +++ b/reference/generated/dpnp.random.multivariate_normal.html @@ -13,7 +13,7 @@ - dpnp.random.multivariate_normal — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.multivariate_normal — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.negative_binomial.html b/reference/generated/dpnp.random.negative_binomial.html index 0ef634fc96e..445f991e4c4 100644 --- a/reference/generated/dpnp.random.negative_binomial.html +++ b/reference/generated/dpnp.random.negative_binomial.html @@ -13,7 +13,7 @@ - dpnp.random.negative_binomial — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.negative_binomial — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.rayleigh.html b/reference/generated/dpnp.random.rayleigh.html index dd6142de398..38e83296eef 100644 --- a/reference/generated/dpnp.random.rayleigh.html +++ b/reference/generated/dpnp.random.rayleigh.html @@ -13,7 +13,7 @@ - dpnp.random.rayleigh — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.rayleigh — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.random.sample.html b/reference/generated/dpnp.random.sample.html index fcb7717d2cb..3f84bbc4d7c 100644 --- a/reference/generated/dpnp.random.sample.html +++ b/reference/generated/dpnp.random.sample.html @@ -13,7 +13,7 @@ - dpnp.random.sample — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.random.sample — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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diff --git a/reference/generated/dpnp.sort.html b/reference/generated/dpnp.sort.html index 95425c953ab..46764a67260 100644 --- a/reference/generated/dpnp.sort.html +++ b/reference/generated/dpnp.sort.html @@ -13,7 +13,7 @@ - dpnp.sort — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.sort — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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diff --git a/reference/generated/dpnp.sum.html b/reference/generated/dpnp.sum.html index de8fb4de5f7..4f05aee80f6 100644 --- a/reference/generated/dpnp.sum.html +++ b/reference/generated/dpnp.sum.html @@ -13,7 +13,7 @@ - dpnp.sum — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.sum — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
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diff --git a/reference/generated/dpnp.swapaxes.html b/reference/generated/dpnp.swapaxes.html index 5d8d66c1222..7aaa0aae135 100644 --- a/reference/generated/dpnp.swapaxes.html +++ b/reference/generated/dpnp.swapaxes.html @@ -13,7 +13,7 @@ - dpnp.swapaxes — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.swapaxes — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.take_along_axis.html b/reference/generated/dpnp.take_along_axis.html index 13728442b47..4b8b91d6ec9 100644 --- a/reference/generated/dpnp.take_along_axis.html +++ b/reference/generated/dpnp.take_along_axis.html @@ -13,7 +13,7 @@ - dpnp.take_along_axis — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.take_along_axis — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
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- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.tanh.html b/reference/generated/dpnp.tanh.html index b548614ee5b..c5a7117f237 100644 --- a/reference/generated/dpnp.tanh.html +++ b/reference/generated/dpnp.tanh.html @@ -13,7 +13,7 @@ - dpnp.tanh — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.tanh — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.tensordot.html b/reference/generated/dpnp.tensordot.html index 60a4614b320..f326bc77c99 100644 --- a/reference/generated/dpnp.tensordot.html +++ b/reference/generated/dpnp.tensordot.html @@ -13,7 +13,7 @@ - dpnp.tensordot — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.tensordot — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -47,7 +47,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.tile.html b/reference/generated/dpnp.tile.html index 0b439943764..18fabb8efba 100644 --- a/reference/generated/dpnp.tile.html +++ b/reference/generated/dpnp.tile.html @@ -13,7 +13,7 @@ - dpnp.tile — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.tile — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
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diff --git a/reference/generated/dpnp.trace.html b/reference/generated/dpnp.trace.html index a2b7a96d5db..cd6df587c3f 100644 --- a/reference/generated/dpnp.trace.html +++ b/reference/generated/dpnp.trace.html @@ -13,7 +13,7 @@ - dpnp.trace — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.trace — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.transpose.html b/reference/generated/dpnp.transpose.html index c0b2fc61af5..f4e3b81d933 100644 --- a/reference/generated/dpnp.transpose.html +++ b/reference/generated/dpnp.transpose.html @@ -13,7 +13,7 @@ - dpnp.transpose — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.transpose — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
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diff --git a/reference/generated/dpnp.trapz.html b/reference/generated/dpnp.trapz.html index dbd63d1a28d..1dad40c5470 100644 --- a/reference/generated/dpnp.trapz.html +++ b/reference/generated/dpnp.trapz.html @@ -13,7 +13,7 @@ - dpnp.trapz — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.trapz — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.tri.html b/reference/generated/dpnp.tri.html index 773cf8fc417..624419d8835 100644 --- a/reference/generated/dpnp.tri.html +++ b/reference/generated/dpnp.tri.html @@ -13,7 +13,7 @@ - dpnp.tri — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.tri — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
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diff --git a/reference/generated/dpnp.tril.html b/reference/generated/dpnp.tril.html index 722d8d80139..9f88a93cee6 100644 --- a/reference/generated/dpnp.tril.html +++ b/reference/generated/dpnp.tril.html @@ -13,7 +13,7 @@ - dpnp.tril — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.tril — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.tril_indices.html b/reference/generated/dpnp.tril_indices.html index a05598a86af..6823e77e8ed 100644 --- a/reference/generated/dpnp.tril_indices.html +++ b/reference/generated/dpnp.tril_indices.html @@ -13,7 +13,7 @@ - dpnp.tril_indices — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.tril_indices — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
diff --git a/reference/generated/dpnp.tril_indices_from.html b/reference/generated/dpnp.tril_indices_from.html index bdf506d0538..274304567f4 100644 --- a/reference/generated/dpnp.tril_indices_from.html +++ b/reference/generated/dpnp.tril_indices_from.html @@ -13,7 +13,7 @@ - dpnp.tril_indices_from — Data Parallel Extension for NumPy 0.11.1+527.gbea4c9c69 documentation + dpnp.tril_indices_from — Data Parallel Extension for NumPy 0.11.1+528.g50b177d60 documentation @@ -24,7 +24,7 @@ - + @@ -46,7 +46,7 @@ Data Parallel Extension for NumPy
- 0.11.1+527.gbea4c9c69 + 0.11.1+528.g50b177d60
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388, 389, 390, 391, 392, 393, 394, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 417, 418, 419, 420, 423, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436], "multi": [2, 83, 101, 103, 107, 108, 112, 113, 115, 117, 200, 305, 314, 437], "dimension": [2, 4, 28, 29, 30, 61, 65, 68, 76, 77, 78, 80, 83, 100, 101, 102, 103, 105, 106, 107, 108, 110, 111, 112, 113, 114, 115, 116, 117, 118, 130, 131, 133, 175, 179, 180, 193, 195, 199, 200, 201, 207, 208, 211, 213, 215, 216, 217, 303, 314, 382, 401, 406, 408, 415, 431, 432, 437], "ndarrai": [2, 3, 6, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 46, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 60, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 74, 75, 78, 79, 80, 81, 82, 83, 84, 85, 86, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 121, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 139, 140, 141, 143, 144, 145, 147, 148, 149, 150, 151, 152, 153, 154, 158, 159, 160, 161, 162, 163, 164, 166, 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, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 329, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 379, 380, 381, 382, 383, 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, 423, 424, 426, 427, 429, 430, 431, 432, 433, 434, 435, 436, 437], "univers": [2, 437, 444], "ufunc": [2, 437, 444], "routin": [2, 437, 444], "special": [2, 85, 92, 437, 448], "avail": [2, 3, 4, 85, 437, 444], "comparison": [2, 91, 140, 141, 160, 161, 313, 437, 448], "tabl": [2, 9, 437], "cupi": [2, 437], "miscellan": [2, 437, 448], "c": [2, 4, 32, 34, 35, 36, 38, 39, 40, 53, 56, 62, 63, 70, 82, 83, 85, 89, 90, 94, 98, 135, 136, 138, 149, 158, 164, 172, 173, 176, 182, 194, 269, 274, 281, 294, 312, 315, 316, 321, 379, 381, 385, 393, 414, 415, 435, 436], "backend": [2, 138, 333, 335, 336, 346, 351, 367], "The": [3, 4, 13, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 44, 46, 47, 48, 49, 51, 53, 54, 56, 57, 58, 59, 60, 62, 63, 64, 66, 67, 69, 70, 75, 78, 80, 81, 83, 84, 85, 86, 89, 90, 91, 93, 95, 96, 98, 100, 106, 114, 121, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 140, 141, 143, 144, 145, 147, 148, 150, 159, 160, 161, 162, 164, 166, 167, 168, 170, 172, 173, 174, 175, 176, 178, 179, 180, 181, 182, 183, 184, 185, 186, 188, 190, 192, 193, 194, 195, 196, 200, 201, 202, 203, 205, 206, 207, 208, 211, 213, 215, 216, 217, 274, 281, 282, 291, 295, 311, 312, 313, 314, 315, 316, 320, 321, 323, 324, 326, 330, 333, 335, 336, 346, 351, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 379, 380, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 396, 397, 399, 400, 401, 405, 406, 407, 408, 411, 412, 413, 414, 415, 417, 419, 421, 422, 424, 425, 426, 427, 430, 431, 433, 434, 435, 436, 444, 448], "librari": [3, 4, 444], "implement": [3, 6, 37, 129], "subset": [3, 404, 448], "execut": [3, 4, 11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 31, 34, 35, 46, 47, 48, 49, 53, 54, 59, 60, 63, 65, 66, 67, 69, 71, 72, 79, 81, 86, 87, 88, 91, 92, 93, 94, 96, 97, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 124, 125, 126, 127, 128, 132, 139, 140, 141, 144, 150, 151, 152, 153, 154, 159, 160, 161, 183, 184, 185, 186, 187, 188, 189, 190, 191, 196, 198, 202, 203, 204, 206, 209, 210, 214, 311, 313, 317, 319, 320, 321, 322, 325, 333, 335, 336, 346, 351, 367, 381, 383, 387, 388, 391, 393, 397, 398, 399, 400, 402, 403, 407, 410, 412, 413, 418, 426, 427], "ani": [3, 6, 14, 15, 30, 32, 34, 35, 36, 37, 38, 40, 50, 51, 62, 75, 78, 80, 83, 85, 118, 135, 136, 137, 143, 170, 180, 181, 192, 211, 213, 269, 330, 374, 401, 402, 430, 444], "drop": [3, 85], "replac": [3, 37, 56, 326, 335, 444], "core": [3, 85, 444], "numer": [3, 4, 63, 85, 311, 320, 448], "being": [3, 85], "develop": [3, 4], "part": [3, 59, 60, 83, 147, 166, 168, 204, 282, 295, 323, 380, 444], "intel": [3, 4], "ai": [3, 326, 411], "analyt": 3, "toolkit": 3, "distribut": [3, 4, 192, 330, 331, 332, 334, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 355, 356, 357, 358, 359, 361, 362, 364, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 448], "also": [3, 20, 63, 85, 95, 132, 134, 162, 205, 312, 368, 444], "anaconda": 3, "cloud": 3, "page": [3, 448], "learn": [3, 4], "Being": 3, "mean": [3, 6, 40, 44, 83, 130, 131, 133, 173, 198, 212, 215, 217, 269, 281, 309, 330, 343, 345, 348, 352, 371, 375, 376, 379, 385, 406, 408, 431, 444], "usag": [3, 4], "veri": [3, 199], "similar": [3, 34, 35, 83, 85, 137, 181, 192, 274, 330, 358], "np": [3, 4, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 37, 38, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 60, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 74, 75, 76, 78, 80, 81, 82, 83, 84, 85, 86, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 121, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 139, 140, 141, 143, 144, 145, 147, 148, 149, 150, 151, 152, 153, 154, 158, 159, 160, 161, 162, 168, 169, 170, 171, 172, 173, 174, 175, 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, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 269, 274, 278, 282, 283, 291, 295, 302, 309, 311, 312, 313, 314, 315, 316, 317, 320, 322, 323, 324, 325, 326, 329, 355, 364, 377, 378, 379, 380, 381, 382, 383, 384, 387, 388, 389, 390, 391, 392, 393, 394, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 417, 418, 419, 420, 423, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436], "class": [3, 83, 85, 86, 120, 130, 131, 132, 134, 148, 182, 330, 358, 402, 403, 419, 448], "compat": [3, 28, 29, 40, 44, 83, 193, 195, 197, 201, 207, 208, 211, 212, 213, 215, 216, 217, 269, 382, 385, 406, 408, 431, 448], "altern": [3, 4, 82, 83, 194, 197, 212, 215, 216, 217, 309, 406, 408, 431], "abov": [3, 75, 78, 148, 175, 193, 216, 382, 408, 419, 420, 423], "instanc": [3, 20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 194, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "creat": [3, 4, 20, 32, 34, 35, 36, 37, 38, 62, 75, 76, 78, 83, 85, 89, 90, 98, 129, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 274, 314, 315, 316, 326, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436, 444, 448], "ident": [3, 6, 85, 177, 369], "one": [3, 4, 30, 32, 37, 41, 42, 43, 44, 56, 61, 64, 65, 83, 85, 89, 91, 95, 96, 98, 100, 102, 105, 106, 110, 111, 114, 116, 122, 123, 131, 135, 143, 145, 148, 170, 173, 183, 184, 185, 186, 199, 200, 209, 274, 281, 284, 312, 314, 316, 323, 349, 390, 401, 404, 405, 414, 421, 424, 435, 444], "kei": [3, 30, 83, 85, 120, 229, 259, 401], "differ": [3, 20, 32, 34, 35, 36, 38, 44, 62, 72, 75, 78, 80, 83, 85, 86, 89, 90, 98, 119, 122, 123, 130, 131, 132, 133, 135, 136, 137, 139, 145, 167, 168, 181, 182, 192, 193, 194, 200, 216, 274, 314, 315, 316, 321, 382, 407, 408, 419, 430, 435, 436, 448], "from": [3, 18, 28, 29, 30, 34, 35, 50, 52, 55, 58, 64, 73, 74, 83, 84, 85, 94, 97, 121, 129, 130, 131, 132, 133, 134, 143, 145, 168, 171, 172, 182, 193, 199, 216, 260, 270, 274, 303, 308, 321, 326, 328, 329, 330, 331, 332, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 355, 356, 357, 358, 359, 361, 362, 364, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 382, 385, 386, 392, 394, 395, 403, 404, 405, 408, 410, 411, 429, 430, 433, 434, 448], "memori": [3, 32, 34, 35, 36, 38, 39, 53, 56, 62, 63, 83, 85, 89, 90, 94, 98, 135, 136, 194, 199, 279, 281, 305, 315, 316, 381, 385, 393, 435, 436, 437], "alloc": [3, 4, 20, 32, 34, 35, 36, 37, 38, 40, 44, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 197, 200, 212, 215, 217, 269, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 381, 404, 406, 419, 430, 431, 435, 436], "default": [3, 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, 75, 78, 79, 80, 81, 83, 85, 86, 89, 90, 91, 93, 94, 96, 98, 100, 106, 118, 121, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 140, 141, 143, 144, 145, 148, 150, 152, 153, 154, 159, 160, 161, 162, 166, 168, 171, 173, 174, 175, 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, 206, 207, 208, 211, 212, 213, 214, 215, 216, 217, 269, 274, 281, 311, 313, 314, 315, 316, 318, 320, 321, 322, 323, 325, 330, 334, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 368, 369, 371, 374, 379, 381, 382, 383, 384, 385, 387, 388, 389, 390, 391, 392, 393, 394, 395, 397, 398, 399, 400, 401, 402, 403, 405, 406, 407, 408, 410, 412, 413, 414, 416, 417, 419, 420, 421, 423, 424, 426, 427, 430, 431, 433, 435, 436, 444], "which": [3, 4, 28, 29, 30, 34, 35, 40, 44, 50, 58, 64, 78, 80, 82, 83, 85, 95, 119, 121, 132, 133, 137, 143, 162, 171, 173, 180, 192, 193, 194, 195, 197, 201, 207, 208, 211, 212, 213, 214, 215, 216, 217, 269, 312, 322, 325, 382, 384, 389, 401, 404, 405, 406, 408, 417, 419, 420, 421, 423, 424, 431, 434, 444], "system": [3, 4, 177], "integr": [3, 4, 44, 83, 197, 204, 212, 215, 217, 302, 321, 381, 406, 408, 418, 431], "discret": [3, 61, 65, 72, 80, 86, 100, 101, 102, 105, 106, 107, 108, 110, 111, 112, 113, 114, 115, 116, 117, 139, 330, 437], "otherwis": [3, 11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 44, 46, 47, 48, 49, 50, 51, 52, 53, 54, 56, 59, 60, 62, 63, 65, 66, 67, 68, 69, 71, 72, 79, 80, 81, 83, 85, 86, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 139, 140, 141, 144, 145, 149, 150, 151, 152, 153, 154, 159, 160, 161, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 201, 202, 203, 204, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 269, 281, 297, 311, 313, 315, 316, 317, 319, 320, 321, 322, 325, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 347, 348, 349, 352, 353, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 367, 370, 371, 372, 373, 374, 375, 376, 377, 378, 381, 382, 383, 385, 387, 388, 391, 393, 394, 397, 398, 399, 400, 401, 402, 403, 404, 406, 407, 408, 410, 412, 413, 418, 426, 427, 431, 434, 435, 436], "host": [3, 4, 20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 419, 430, 435, 436], "do": [3, 4, 85, 332, 390], "have": [3, 4, 18, 28, 29, 33, 41, 42, 43, 44, 51, 53, 57, 58, 63, 70, 82, 84, 85, 94, 119, 143, 172, 193, 194, 195, 197, 201, 207, 208, 211, 212, 213, 215, 216, 217, 349, 381, 382, 392, 393, 405, 406, 408, 415, 431, 433, 444], "most": [3, 4, 80, 85, 404], "manipul": [3, 76, 437, 448], "ar": [3, 4, 11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 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, 74, 79, 80, 81, 82, 83, 85, 86, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 121, 122, 123, 124, 125, 126, 127, 128, 132, 137, 139, 140, 141, 144, 149, 150, 151, 152, 153, 154, 159, 160, 161, 162, 166, 167, 168, 170, 171, 172, 173, 174, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 201, 202, 203, 204, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 269, 290, 291, 311, 312, 313, 317, 318, 319, 320, 321, 322, 323, 325, 326, 327, 329, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 347, 348, 349, 352, 353, 355, 356, 358, 361, 362, 364, 370, 372, 373, 374, 375, 376, 377, 378, 379, 381, 382, 383, 387, 388, 389, 391, 392, 393, 394, 395, 397, 398, 399, 400, 401, 402, 403, 405, 406, 407, 408, 410, 412, 413, 414, 416, 418, 422, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 444], "done": [3, 40, 83, 180, 269], "wai": [3, 4, 83, 131, 291, 414], "see": [3, 31, 85, 129, 347, 391, 421, 422, 424, 425, 444], "complet": [3, 4, 131, 132, 175, 390, 444], "list": [3, 6, 9, 32, 34, 35, 36, 38, 41, 42, 43, 50, 58, 62, 75, 78, 83, 84, 85, 135, 136, 137, 143, 181, 182, 192, 194, 309, 386, 392, 395, 405, 414, 417, 430, 433, 434], "support": [3, 9, 11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 34, 35, 36, 37, 38, 46, 47, 48, 49, 50, 51, 53, 54, 59, 60, 62, 63, 65, 66, 67, 68, 69, 71, 72, 74, 79, 81, 83, 85, 86, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 139, 140, 141, 144, 145, 150, 151, 152, 153, 154, 159, 160, 161, 163, 177, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 194, 195, 196, 197, 198, 201, 202, 203, 204, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 269, 311, 313, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 327, 329, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 348, 349, 352, 353, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 370, 371, 372, 373, 374, 375, 376, 377, 378, 381, 383, 385, 387, 388, 391, 393, 395, 397, 398, 399, 400, 401, 402, 403, 406, 407, 408, 410, 412, 413, 416, 418, 426, 427, 429, 431, 435, 436, 452], "along": [3, 4, 14, 16, 17, 19, 28, 29, 30, 44, 57, 58, 68, 71, 72, 75, 78, 80, 83, 84, 86, 121, 122, 123, 126, 127, 132, 137, 139, 143, 148, 173, 175, 179, 180, 181, 192, 193, 195, 196, 197, 198, 199, 201, 202, 207, 208, 209, 210, 211, 212, 213, 215, 216, 217, 266, 267, 268, 275, 285, 287, 292, 293, 304, 306, 308, 310, 324, 325, 326, 382, 384, 389, 390, 392, 401, 405, 406, 408, 410, 411, 414, 415, 416, 418, 421, 424, 431, 433, 444], "limit": [3, 11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 34, 35, 36, 38, 46, 47, 48, 49, 50, 51, 53, 54, 56, 59, 60, 62, 63, 65, 66, 67, 68, 69, 71, 72, 74, 79, 81, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 139, 140, 141, 144, 145, 146, 150, 151, 152, 153, 154, 159, 160, 161, 163, 177, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 194, 195, 196, 197, 198, 201, 202, 203, 204, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 269, 271, 311, 313, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 327, 329, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 347, 348, 349, 352, 353, 355, 356, 358, 361, 364, 366, 367, 368, 369, 370, 372, 373, 374, 375, 376, 377, 378, 381, 383, 385, 387, 388, 391, 393, 395, 397, 398, 399, 400, 401, 402, 403, 406, 407, 408, 410, 412, 413, 416, 418, 426, 427, 429, 431, 435, 436], "To": 4, "program": [4, 124], "beyond": [4, 389], "cpu": [4, 11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 31, 32, 34, 35, 36, 38, 46, 47, 48, 49, 53, 54, 59, 60, 62, 63, 65, 66, 67, 69, 71, 72, 75, 78, 79, 81, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 124, 125, 126, 127, 128, 130, 131, 132, 133, 135, 136, 137, 139, 140, 141, 144, 145, 150, 151, 152, 153, 154, 159, 160, 161, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 196, 198, 200, 202, 203, 204, 206, 209, 210, 214, 311, 313, 314, 315, 316, 317, 319, 320, 321, 322, 325, 381, 383, 387, 388, 391, 393, 397, 398, 399, 400, 402, 403, 407, 410, 412, 413, 418, 419, 426, 427, 430, 435, 436], "you": [4, 411, 444], "need": [4, 138, 411, 434], "appropri": [4, 28, 29, 138, 180, 193, 195, 201, 207, 208, 211, 213, 330, 358, 361, 382, 444], "hardwar": 4, "work": [4, 31, 39, 73, 203, 328, 411, 444], "fine": 4, "laptop": 4, "graphic": 4, "In": [4, 28, 29, 162, 172, 175, 192, 193, 212, 216, 325, 330, 374, 382, 385, 408, 410], "major": [4, 34, 35, 36, 38, 39, 40, 83, 269, 281, 312, 379], "case": [4, 20, 28, 29, 32, 34, 35, 36, 38, 44, 62, 75, 78, 80, 89, 90, 98, 130, 131, 132, 133, 135, 136, 137, 145, 175, 178, 181, 182, 192, 193, 200, 214, 216, 314, 315, 316, 322, 323, 382, 385, 408, 414, 419, 430, 435, 436], "your": 4, "window": 4, "alreadi": [4, 35, 41, 42, 43], "ha": [4, 18, 30, 44, 46, 47, 48, 49, 85, 95, 105, 110, 132, 143, 147, 150, 176, 178, 193, 197, 212, 215, 216, 217, 325, 380, 381, 382, 384, 390, 404, 405, 406, 408, 409, 415, 431, 444], "all": [4, 6, 9, 15, 19, 33, 40, 44, 57, 68, 80, 83, 84, 85, 93, 94, 96, 98, 121, 122, 123, 130, 131, 133, 137, 143, 145, 162, 171, 174, 181, 192, 207, 208, 211, 213, 216, 269, 272, 278, 291, 323, 332, 389, 392, 402, 404, 433, 444], "necessari": [4, 20, 32, 34, 35, 36, 38, 41, 64, 137, 181, 192, 194, 197, 212, 215, 216, 217, 385, 406, 408, 431], "But": [4, 85], "want": [4, 411], "up": [4, 85, 123], "date": 4, "alwai": [4, 30, 34, 40, 83, 166, 168, 215, 217, 269, 312, 385, 406, 431], "updat": 4, "latest": [4, 129], "follow": [4, 44, 85, 95, 119, 146, 166, 168, 174, 414, 444, 448], "instruct": 4, "step": [4, 20, 137, 181, 192], "8": [4, 13, 15, 41, 53, 56, 64, 70, 75, 76, 80, 83, 85, 121, 137, 147, 151, 164, 173, 176, 178, 179, 181, 192, 209, 312, 321, 322, 324, 330, 354, 373, 380, 389, 393, 399, 410, 414, 418, 420, 423, 430, 434], "9": [4, 13, 41, 56, 64, 70, 75, 76, 81, 83, 89, 99, 125, 133, 137, 173, 174, 175, 178, 192, 206, 283, 312, 324, 330, 332, 334, 354, 380, 389, 402, 407, 414, 420, 423, 426, 430, 434], "If": [4, 15, 20, 28, 29, 30, 32, 34, 35, 36, 37, 38, 40, 44, 56, 58, 70, 75, 80, 82, 83, 85, 95, 98, 119, 121, 134, 137, 143, 147, 148, 149, 162, 170, 171, 172, 173, 174, 175, 178, 180, 181, 182, 192, 193, 195, 197, 199, 201, 207, 208, 211, 212, 213, 215, 216, 217, 269, 300, 302, 326, 330, 352, 374, 380, 381, 382, 385, 389, 392, 394, 401, 402, 404, 405, 406, 408, 409, 411, 414, 415, 417, 430, 431, 432, 433, 444], "yet": [4, 6], "easiest": 4, "It": [4, 28, 29, 56, 82, 166, 168, 193, 194, 195, 197, 201, 207, 208, 211, 212, 213, 215, 216, 217, 382, 406, 408, 431], "essenti": 4, "machin": [4, 119, 146], "optim": [4, 88], "includ": [4, 20, 28, 29, 32, 34, 35, 36, 37, 38, 44, 62, 75, 78, 135, 136, 137, 138, 174, 181, 192, 193, 195, 197, 201, 207, 208, 211, 212, 213, 215, 216, 217, 323, 330, 374, 382, 406, 408, 430, 431], "anoth": [4, 64, 83, 129, 274, 293, 325, 390], "vendor": 4, "too": [4, 434], "manual": [4, 85, 415], "shown": 4, "next": [4, 119], "section": [4, 85, 444], "recommend": [4, 312, 415], "us": [4, 13, 20, 32, 34, 35, 36, 37, 38, 39, 40, 46, 47, 48, 49, 52, 56, 58, 62, 70, 75, 76, 78, 81, 83, 85, 89, 90, 91, 95, 98, 124, 125, 130, 131, 132, 133, 134, 135, 136, 137, 138, 140, 141, 145, 147, 148, 149, 150, 159, 160, 161, 162, 166, 168, 171, 172, 173, 174, 181, 182, 188, 190, 192, 193, 194, 197, 199, 200, 206, 212, 215, 216, 217, 224, 269, 274, 311, 312, 313, 314, 315, 316, 320, 321, 326, 330, 333, 335, 336, 346, 351, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 367, 371, 374, 379, 380, 382, 383, 384, 385, 387, 389, 394, 406, 407, 408, 410, 411, 414, 415, 418, 419, 424, 426, 430, 431, 434, 435, 436, 444], "org": 4, "channel": 4, "command": 4, "forg": 4, "pip": 4, "http": [4, 129], "pypi": 4, "simpl": [4, 191, 448], "These": [4, 85, 95, 205, 444, 448], "its": [4, 6, 15, 30, 31, 44, 59, 60, 75, 83, 100, 106, 119, 144, 145, 166, 167, 168, 172, 174, 180, 197, 212, 215, 217, 309, 367, 379, 382, 385, 391, 401, 406, 417, 419, 431, 444], "depend": [4, 166, 175, 178, 181, 395, 434], "control": [4, 40, 52, 58, 64, 83, 143, 194, 269, 392, 405, 433], "requir": [4, 6, 32, 36, 38, 40, 83, 85, 148, 269], "compil": [4, 85, 138], "runtim": 4, "onemkl": 4, "befor": [4, 30, 58, 83, 122, 123, 180, 193, 215, 216, 217, 291, 302, 382, 389, 390, 401, 406, 408, 415, 431, 432], "strongli": [4, 415], "advis": 4, "version": [4, 83, 85, 280, 312], "activ": 4, "local": 4, "environ": 4, "env": 4, "And": [4, 39, 40, 76, 83, 269], "sourc": [4, 6, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 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, 122, 123, 124, 125, 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, 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, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 311, 312, 313, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 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, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 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, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436], "recip": 4, "finanli": 4, "setuptool": 4, "o": [4, 85], "On": 4, "linux": 4, "cython": 4, "dpcpp_linux": 4, "mkl": 4, "devel": 4, "dpcpp": 4, "tbb": 4, "onedpl": 4, "cmake": 4, "ninja": 4, "pytest": 4, "dpcpp_win": 4, "setup": 4, "py": 4, "g": [4, 83, 85, 89, 90, 98, 135, 136, 145, 305, 315, 316, 330, 419, 435, 436], "dcmake_c_compil": 4, "path": [4, 131, 182], "icx": 4, "dcmake_cxx_compil": 4, "icpx": 4, "script": 4, "build_loc": 4, "scope": 4, "suit": 4, "element": [4, 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, 80, 81, 83, 85, 86, 91, 93, 94, 96, 97, 98, 99, 121, 122, 123, 124, 125, 126, 127, 128, 134, 140, 141, 144, 145, 147, 148, 150, 151, 152, 153, 154, 159, 160, 161, 162, 170, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 199, 201, 202, 203, 204, 206, 209, 210, 211, 213, 214, 215, 216, 217, 264, 265, 272, 273, 275, 277, 278, 281, 283, 284, 286, 288, 290, 291, 296, 297, 298, 299, 301, 304, 305, 308, 310, 311, 312, 313, 319, 320, 321, 322, 323, 325, 327, 379, 380, 381, 382, 383, 384, 385, 387, 388, 389, 390, 391, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 406, 407, 408, 410, 412, 413, 414, 415, 420, 423, 426, 427, 428, 431, 434, 444, 448], "asarrai": [4, 6, 34, 36, 38, 39], "same": [4, 13, 15, 26, 30, 31, 33, 36, 38, 39, 40, 44, 46, 48, 49, 51, 57, 58, 63, 73, 80, 81, 82, 83, 84, 90, 91, 95, 97, 125, 126, 127, 128, 129, 136, 140, 141, 143, 144, 149, 158, 159, 160, 161, 170, 175, 187, 188, 189, 190, 191, 195, 196, 197, 201, 202, 203, 206, 211, 212, 213, 215, 216, 217, 269, 297, 309, 313, 316, 317, 321, 325, 326, 328, 330, 352, 358, 374, 379, 381, 383, 384, 387, 389, 390, 392, 394, 401, 402, 403, 404, 405, 406, 407, 408, 411, 414, 420, 422, 423, 425, 426, 431, 432, 433, 436], "shape": [4, 6, 28, 29, 32, 33, 36, 40, 43, 44, 50, 51, 53, 56, 58, 63, 65, 69, 76, 80, 82, 83, 84, 85, 89, 90, 94, 95, 97, 121, 132, 135, 136, 143, 148, 149, 158, 164, 169, 170, 171, 172, 175, 176, 177, 178, 179, 180, 188, 189, 190, 191, 193, 194, 195, 197, 199, 200, 201, 205, 207, 208, 211, 212, 213, 215, 216, 217, 269, 297, 303, 309, 314, 315, 316, 325, 326, 330, 339, 342, 347, 348, 353, 357, 358, 359, 360, 361, 362, 363, 365, 370, 371, 377, 379, 381, 382, 384, 385, 389, 390, 392, 393, 394, 401, 402, 403, 404, 405, 406, 408, 410, 414, 415, 417, 419, 420, 423, 424, 431, 433, 434, 435, 436, 437, 448], "expect": [4, 18, 53, 63, 82, 85, 94, 193, 197, 212, 215, 216, 217, 381, 382, 393, 406, 408, 431], "comput": [4, 26, 31, 44, 46, 47, 48, 49, 54, 80, 95, 99, 100, 101, 102, 103, 105, 106, 107, 108, 110, 111, 112, 113, 114, 115, 116, 117, 124, 125, 142, 148, 150, 163, 164, 165, 166, 167, 168, 169, 172, 173, 174, 175, 176, 178, 179, 180, 188, 189, 190, 191, 193, 194, 195, 197, 198, 201, 203, 211, 212, 213, 215, 216, 217, 382, 383, 388, 391, 393, 406, 408, 413, 414, 427, 431], "empti": [4, 6, 32, 83, 90, 131, 135, 136, 216, 278, 315, 316, 435, 436], "try": 4, "except": [4, 15, 20, 30, 32, 34, 35, 36, 38, 50, 51, 56, 58, 62, 68, 80, 82, 83, 89, 90, 98, 100, 106, 114, 130, 131, 132, 133, 134, 135, 136, 143, 145, 172, 182, 194, 195, 197, 201, 211, 212, 213, 215, 216, 217, 269, 300, 315, 316, 384, 385, 401, 406, 408, 431, 435, 436], "found": [4, 394, 444], "here": [6, 30, 85, 401], "correspond": [6, 20, 28, 29, 32, 34, 35, 36, 37, 38, 56, 58, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 166, 181, 182, 192, 194, 200, 277, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 389, 396, 406, 414, 417, 419, 430, 431, 435, 436, 444], "column": [6, 34, 35, 36, 38, 39, 40, 57, 58, 83, 84, 98, 122, 123, 143, 145, 166, 172, 175, 178, 269, 281, 379, 392, 405, 419, 421, 424, 430, 433], "v1": 6, "23": [6, 330], "v0": 6, "11": [6, 28, 29, 44, 67, 76, 83, 139, 173, 297, 349, 358, 391, 394, 400, 420, 423, 434], "527": 6, "gbea4c9c69": 6, "v9": 6, "397": 6, "233": 6, "299": 6, "56": 6, "37": [6, 391], "47": 6, "20": [6, 148, 158, 159, 173, 326, 332, 347, 394, 411], "19": [6, 68, 85], "16": [6, 46, 76, 85, 133, 137, 139, 206, 321, 412], "18": [6, 85, 86, 192], "51": 6, "48": [6, 70, 209], "49": 6, "total": [6, 68, 83, 288, 406, 431], "542": 6, "355": 6, "429": 6, "ab": [6, 12], "absolut": [6, 11, 18, 99, 176, 215, 217, 323, 406, 431], "add": [6, 85], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "allclos": [6, 33, 151, 169, 174, 175, 177, 178, 180], "alltru": 6, "amax": [6, 195], "amin": [6, 201], "angl": [6, 25, 26, 73, 74, 328, 329, 429], "apply_along_axi": 6, "apply_over_ax": 6, "arcco": [6, 22, 23, 25, 26, 66], "arccosh": [6, 21, 24, 27, 67], "arcsin": [6, 21, 24, 25, 26, 399], "arcsinh": [6, 22, 23, 27, 400], "arctan": [6, 18, 21, 23, 26, 27, 412], "arctan2": [6, 18, 25], "arctanh": [6, 22, 24, 25, 26, 413], "argmin": [6, 28, 83, 208, 411, 444], "argpartit": [6, 30, 444], "argsort": [6, 83, 394, 401, 411, 417, 444], "argwher": 6, "around": [6, 83, 137, 298, 325, 391], "array2str": 6, "array_equ": 6, "array_equiv": [6, 33], "array_repr": 6, "array_split": [6, 58], "array_str": 6, "asanyarrai": [6, 35, 38], "asarray_chkfinit": [6, 34, 35], "ascontiguousarrai": [6, 34, 35, 38], "asfarrai": [6, 34, 35], "asfortranarrai": [6, 34, 35, 36], "asmatrix": 6, "atleast_1d": [6, 42, 43, 95], "atleast_2d": [6, 41, 43, 95], "atleast_3d": [6, 41, 42, 95], "averag": [6, 83, 197, 212, 286, 408, 448], "bartlett": 6, "base_repr": 6, "binary_repr": 6, "bincount": 6, "bitwise_and": [6, 47, 48, 49, 150, 188], "bitwise_not": 6, "bitwise_or": [6, 46, 47, 49, 150, 190], "bitwise_xor": [6, 46, 47, 48, 150, 191], "blackman": 6, "block": [6, 58, 84, 143, 392, 405, 433], "bmat": 6, "broadcast_arrai": [6, 51], "broadcast_shap": 6, "broadcast_to": [6, 50, 415], "busday_count": 6, "busday_offset": 6, "byte_bound": 6, "can_cast": [6, 448], "cbrt": [6, 402], "ceil": [6, 31, 124, 125, 388, 391, 427], "choos": [6, 18, 25, 26, 83, 434, 444], "clip": [6, 83, 325, 410, 444], "column_stack": [6, 58, 84, 143, 392, 405, 433], "common_typ": 6, "compare_chararrai": 6, "compress": [6, 410, 444], "concaten": [6, 57, 84, 143, 392, 405, 411, 433], "conj": [6, 83, 147, 162, 323, 380], "conjug": [6, 59, 82, 83, 147, 162, 166, 168, 194, 272, 323, 380, 432], "convolv": [6, 65], "copi": [6, 20, 30, 32, 34, 35, 36, 37, 38, 40, 41, 42, 43, 64, 75, 78, 83, 85, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 199, 200, 224, 269, 281, 283, 291, 297, 300, 314, 315, 316, 318, 320, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 385, 394, 401, 404, 419, 420, 423, 430, 435, 436, 444], "copysign": [6, 311, 320], "copyto": [6, 83, 274], "corrcoef": [6, 69], "correl": [6, 448], "co": [6, 21, 67, 399, 412], "cosh": [6, 22, 66, 400, 413], "count_nonzero": [6, 312], "cov": [6, 348], "cross": [6, 65], "cumprod": [6, 209, 444], "cumproduct": 6, "cumsum": [6, 80, 83, 210, 408, 444], "datetime_as_str": 6, "datetime_data": 6, "deg2rad": [6, 328, 329, 429], "degre": [6, 18, 73, 215, 217, 328, 329, 372, 406, 429, 431], "delet": 6, "deprec": 6, "deprecate_with_doc": 6, "diag": [6, 78, 122, 123, 145, 178], "diag_indic": [6, 77, 118], "diag_indices_from": [6, 76, 118], "diagflat": [6, 75], "diagon": [6, 75, 76, 77, 78, 83, 98, 118, 145, 162, 166, 168, 416, 419, 420, 421, 422, 423, 424, 425, 444], "diff": [6, 72, 86, 139, 142], "digit": [6, 119], "disp": 6, "divid": [6, 84, 125, 128, 203, 383, 426], "divmod": [6, 444], "dot": [6, 83, 87, 88, 149, 162, 169, 172, 174, 175, 177, 178, 179, 180, 194, 414, 432], "dsplit": [6, 58, 84], "dstack": [6, 57, 58, 143, 392, 405, 433], "ediff1d": [6, 80], "einsum": [6, 82, 88, 149, 180, 194, 317, 414], "einsum_path": [6, 87], "empty_lik": [6, 32, 89, 136, 316, 436], "equal": [6, 14, 15, 19, 33, 44, 58, 65, 69, 83, 98, 125, 137, 140, 141, 143, 151, 156, 160, 161, 170, 174, 175, 180, 181, 192, 291, 313, 330, 340, 374, 383, 392, 404, 405, 419, 421, 424, 433], "exp": [6, 94, 96, 176, 183, 185, 187, 193], "exp2": [6, 93, 96], "expand_dim": [6, 28, 29], "expm1": [6, 93, 94, 185], "extract": [6, 75, 78, 148], "ey": [6, 59, 60, 68, 83, 126, 127, 145, 149, 158, 169, 170, 171, 179, 180, 191, 196, 202, 396], "fab": [6, 11, 12], "fastcopyandtranspos": 6, "fill_diagon": 6, "find_common_typ": 6, "fix": [6, 85, 325], "flatnonzero": [6, 312], "flip": [6, 122, 123, 332], "fliplr": [6, 121, 123], "flipud": [6, 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320, 321, 323, 381, 383, 387, 388, 393, 397, 398, 399, 400, 402, 403, 407, 412, 413, 414, 419, 420, 421, 422, 423, 424, 425, 426, 427, 452], "subok": [11, 12, 13, 21, 22, 23, 24, 25, 26, 27, 32, 40, 46, 47, 48, 49, 50, 51, 53, 54, 59, 60, 62, 63, 66, 67, 81, 83, 90, 91, 93, 94, 96, 124, 125, 126, 127, 128, 136, 140, 141, 144, 150, 152, 153, 154, 159, 160, 161, 183, 184, 185, 186, 187, 188, 189, 190, 191, 194, 196, 202, 203, 206, 269, 311, 313, 316, 320, 321, 323, 381, 383, 387, 388, 393, 397, 398, 399, 400, 402, 403, 407, 412, 413, 426, 427, 436], "kwarg": [11, 12, 13, 15, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 59, 60, 63, 66, 67, 71, 72, 81, 83, 87, 91, 93, 94, 96, 99, 124, 125, 126, 127, 128, 132, 139, 140, 141, 144, 150, 152, 153, 154, 159, 160, 161, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 196, 202, 203, 204, 206, 209, 210, 253, 271, 297, 311, 313, 320, 321, 323, 381, 383, 387, 388, 393, 397, 398, 399, 400, 402, 403, 407, 412, 413, 418, 426, 427, 428], 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313, 315, 316, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 330, 340, 357, 358, 374, 381, 382, 383, 384, 385, 387, 388, 389, 391, 393, 394, 395, 397, 398, 399, 400, 401, 402, 403, 406, 407, 408, 410, 411, 412, 413, 416, 426, 427, 429, 431, 434, 435, 436, 444, 448], "wise": [11, 12, 13, 15, 18, 21, 22, 23, 24, 25, 26, 27, 31, 33, 46, 47, 48, 49, 53, 54, 57, 58, 59, 60, 63, 66, 67, 81, 83, 84, 91, 93, 94, 96, 99, 124, 126, 127, 128, 140, 141, 143, 147, 150, 151, 152, 153, 154, 159, 160, 161, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 195, 196, 201, 202, 203, 204, 206, 211, 213, 214, 273, 311, 313, 320, 321, 323, 380, 381, 383, 387, 388, 391, 392, 393, 397, 398, 399, 400, 402, 403, 405, 407, 412, 413, 426, 427, 433, 444], "contain": [11, 12, 14, 19, 20, 28, 29, 46, 47, 48, 49, 56, 64, 70, 83, 85, 129, 134, 138, 148, 150, 159, 166, 175, 178, 193, 195, 197, 201, 207, 208, 211, 212, 213, 215, 216, 217, 297, 312, 330, 381, 382, 387, 402, 406, 408, 417, 421, 424, 431, 444], "paramet": [11, 12, 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, 41, 42, 43, 44, 46, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 60, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 75, 78, 79, 80, 81, 82, 83, 84, 85, 86, 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, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 152, 153, 154, 158, 159, 160, 161, 162, 163, 164, 166, 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, 269, 278, 281, 297, 309, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 325, 326, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 347, 348, 349, 352, 353, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 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, 430, 431, 432, 433, 434, 435, 436], "onli": [11, 12, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 34, 35, 36, 38, 40, 41, 44, 54, 56, 59, 60, 62, 65, 66, 67, 69, 79, 83, 85, 86, 89, 90, 93, 96, 98, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 124, 130, 131, 132, 133, 134, 135, 136, 137, 148, 152, 153, 154, 159, 162, 166, 168, 175, 178, 181, 182, 183, 184, 185, 186, 189, 192, 194, 195, 197, 198, 201, 207, 208, 211, 212, 213, 214, 215, 217, 269, 302, 311, 315, 316, 318, 320, 322, 323, 325, 330, 352, 358, 374, 385, 387, 388, 391, 395, 397, 398, 399, 400, 401, 406, 408, 410, 411, 412, 413, 416, 427, 431, 434, 435, 436, 444], "either": [11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 31, 38, 44, 46, 47, 48, 49, 54, 59, 60, 63, 66, 67, 68, 81, 85, 91, 93, 96, 97, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 124, 125, 126, 127, 128, 140, 141, 144, 149, 150, 151, 152, 153, 154, 159, 160, 161, 166, 168, 173, 175, 177, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 196, 202, 203, 206, 207, 208, 211, 213, 214, 216, 311, 313, 317, 319, 320, 321, 322, 323, 325, 366, 382, 383, 387, 388, 391, 394, 397, 398, 399, 400, 402, 403, 407, 408, 410, 411, 412, 413, 426, 427], "tensor": [11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 31, 37, 46, 47, 48, 49, 54, 59, 60, 63, 66, 67, 68, 81, 83, 91, 93, 96, 97, 124, 125, 126, 127, 128, 140, 141, 144, 150, 152, 153, 154, 159, 160, 161, 177, 179, 180, 183, 184, 185, 186, 187, 188, 189, 190, 191, 196, 202, 203, 206, 207, 208, 211, 213, 214, 311, 313, 317, 319, 320, 321, 322, 323, 324, 325, 383, 387, 388, 391, 397, 398, 399, 400, 402, 403, 407, 410, 412, 413, 414, 426, 427], "usm_ndarrai": [11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 37, 40, 41, 42, 43, 44, 46, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 60, 63, 64, 66, 67, 68, 70, 80, 81, 82, 83, 84, 90, 91, 93, 94, 95, 96, 97, 121, 122, 123, 124, 125, 126, 127, 128, 136, 140, 141, 143, 144, 147, 149, 150, 152, 153, 154, 158, 159, 160, 161, 162, 164, 166, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 194, 195, 196, 197, 199, 201, 202, 203, 205, 206, 207, 208, 211, 212, 213, 214, 215, 216, 217, 269, 311, 312, 313, 316, 317, 319, 320, 321, 322, 323, 324, 325, 326, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 417, 420, 423, 426, 427, 431, 432, 433, 434, 436], "keyword": [11, 12, 13, 15, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 63, 66, 67, 70, 71, 72, 81, 86, 93, 94, 96, 99, 124, 125, 126, 127, 128, 132, 139, 144, 150, 159, 184, 185, 186, 187, 194, 196, 202, 203, 204, 206, 209, 210, 311, 320, 321, 323, 381, 383, 387, 388, 393, 397, 398, 399, 400, 407, 412, 413, 418, 426, 427, 444], "current": [11, 12, 13, 15, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 63, 66, 67, 71, 72, 81, 85, 86, 93, 94, 96, 99, 124, 125, 126, 127, 128, 131, 139, 144, 145, 150, 159, 184, 185, 186, 187, 196, 202, 203, 204, 206, 209, 210, 311, 320, 321, 323, 381, 383, 387, 388, 393, 397, 398, 399, 400, 407, 412, 413, 418, 426, 427], "unsupport": [11, 12, 13, 15, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 63, 66, 67, 71, 72, 81, 93, 94, 96, 99, 101, 102, 103, 104, 105, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 124, 125, 126, 127, 128, 139, 144, 150, 159, 184, 185, 186, 187, 196, 202, 203, 204, 206, 209, 210, 311, 320, 321, 323, 381, 383, 387, 388, 393, 397, 398, 399, 400, 407, 412, 413, 418, 426, 427], "sequenti": [11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 31, 46, 47, 48, 49, 53, 54, 59, 60, 63, 65, 66, 67, 69, 71, 72, 79, 81, 86, 87, 88, 91, 92, 93, 94, 96, 97, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 124, 125, 126, 127, 128, 139, 140, 141, 144, 150, 151, 152, 153, 154, 159, 160, 161, 183, 184, 185, 186, 187, 188, 189, 190, 191, 196, 198, 202, 203, 204, 206, 209, 210, 214, 311, 313, 317, 319, 320, 321, 322, 325, 381, 383, 387, 388, 391, 393, 397, 398, 399, 400, 402, 403, 407, 410, 412, 413, 418, 426, 427], "input": [11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 46, 47, 48, 49, 53, 54, 56, 59, 60, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 74, 75, 78, 79, 80, 81, 82, 83, 86, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 111, 112, 113, 114, 115, 117, 121, 122, 123, 124, 125, 126, 127, 128, 130, 134, 135, 136, 139, 140, 141, 143, 144, 145, 147, 149, 150, 151, 152, 153, 154, 158, 159, 160, 161, 162, 163, 164, 166, 167, 171, 173, 175, 176, 177, 178, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 269, 281, 311, 312, 313, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 329, 330, 352, 358, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 389, 390, 391, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 423, 426, 427, 429, 430, 431, 432, 435, 436], "exclud": [11, 12, 181, 330, 374], "note": [11, 12, 13, 14, 18, 19, 28, 29, 30, 31, 39, 62, 70, 73, 81, 83, 85, 95, 124, 130, 131, 132, 133, 134, 148, 152, 182, 192, 203, 206, 215, 216, 217, 274, 297, 312, 325, 328, 333, 335, 336, 346, 351, 381, 385, 401, 406, 407, 409, 410, 414, 415, 426, 431, 432], "shorthand": [11, 12, 13, 46, 47, 48, 49, 81, 91, 125, 140, 141, 150, 159, 160, 161, 188, 190, 194, 206, 311, 313, 320, 321, 383, 387, 407, 426, 434], "thi": [11, 12, 16, 17, 20, 28, 29, 31, 32, 34, 35, 36, 37, 38, 39, 40, 56, 58, 62, 73, 75, 76, 78, 80, 83, 84, 85, 119, 122, 123, 130, 131, 132, 133, 134, 135, 136, 137, 138, 143, 166, 168, 172, 173, 176, 181, 182, 192, 193, 194, 195, 201, 203, 205, 207, 208, 211, 213, 269, 274, 278, 291, 297, 300, 309, 312, 326, 328, 363, 365, 379, 382, 385, 390, 392, 405, 410, 411, 415, 430, 433, 434], "1j": [11, 12, 18, 59, 60, 83, 147, 178, 282, 295, 380, 403], "5620499351813308": [11, 12], "x1": [13, 15, 18, 25, 26, 40, 45, 46, 48, 49, 55, 63, 65, 71, 72, 73, 74, 77, 79, 81, 83, 86, 91, 99, 118, 125, 126, 127, 128, 139, 140, 141, 144, 151, 159, 160, 161, 165, 187, 188, 189, 190, 191, 194, 196, 198, 199, 202, 203, 204, 206, 209, 210, 269, 311, 313, 317, 318, 320, 321, 327, 328, 329, 367, 383, 387, 389, 407, 416, 418, 422, 425, 426, 429], "x2": [13, 14, 15, 18, 19, 25, 26, 32, 46, 48, 49, 63, 65, 81, 91, 125, 126, 127, 128, 140, 141, 144, 151, 159, 160, 161, 187, 188, 189, 190, 191, 194, 196, 199, 202, 203, 206, 311, 313, 317, 320, 321, 383, 387, 389, 402, 407, 426], "scalar": [13, 15, 26, 32, 34, 35, 36, 37, 38, 46, 48, 49, 52, 62, 63, 64, 70, 75, 78, 80, 81, 82, 83, 85, 91, 125, 126, 127, 128, 135, 136, 137, 140, 141, 144, 149, 155, 158, 159, 160, 161, 177, 181, 187, 188, 190, 191, 192, 194, 196, 199, 202, 203, 206, 278, 283, 313, 317, 321, 326, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 349, 352, 353, 355, 356, 358, 361, 364, 366, 370, 372, 373, 374, 375, 376, 377, 378, 383, 387, 394, 407, 414, 426, 430, 432, 434, 444], "both": [13, 15, 26, 44, 46, 48, 49, 56, 63, 70, 81, 82, 91, 125, 126, 127, 128, 140, 141, 144, 149, 158, 159, 160, 161, 173, 187, 188, 190, 191, 194, 196, 202, 203, 206, 216, 313, 317, 321, 383, 387, 407, 414, 426, 432, 434], "equival": [13, 14, 16, 17, 19, 28, 29, 30, 31, 44, 62, 70, 81, 82, 83, 84, 95, 179, 193, 206, 224, 264, 265, 297, 309, 312, 320, 329, 330, 358, 382, 385, 391, 396, 401, 407, 408, 414, 417, 426, 444], "term": [13, 81, 206, 407, 426], "broadcast": [13, 44, 50, 51, 56, 64, 81, 126, 127, 144, 173, 174, 188, 190, 191, 193, 194, 196, 197, 202, 206, 212, 215, 216, 217, 321, 325, 326, 382, 384, 406, 407, 408, 411, 415, 426, 431, 434], "b": [13, 15, 28, 29, 46, 49, 57, 58, 64, 70, 71, 72, 82, 83, 84, 85, 86, 91, 128, 130, 131, 140, 141, 143, 149, 158, 160, 161, 164, 172, 173, 174, 176, 177, 178, 179, 180, 188, 190, 194, 195, 201, 209, 210, 313, 317, 321, 331, 386, 392, 405, 414, 415, 418, 432, 433], "7": [13, 15, 20, 41, 54, 56, 64, 68, 70, 72, 75, 76, 80, 81, 83, 86, 93, 121, 124, 137, 139, 149, 151, 158, 173, 178, 198, 206, 210, 283, 312, 323, 324, 330, 354, 380, 383, 386, 388, 389, 407, 408, 409, 410, 414, 420, 423, 426, 427, 432, 434], "oper": [13, 46, 47, 48, 49, 81, 85, 91, 95, 125, 140, 141, 150, 159, 160, 161, 162, 188, 189, 190, 191, 194, 206, 311, 313, 320, 321, 325, 383, 387, 407, 415, 426, 437, 448], "axi": [14, 16, 17, 18, 19, 28, 29, 30, 44, 57, 58, 68, 70, 71, 72, 80, 83, 84, 86, 95, 100, 105, 106, 110, 111, 114, 121, 122, 123, 126, 127, 132, 137, 139, 143, 148, 173, 181, 192, 193, 194, 195, 196, 197, 198, 201, 202, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 264, 265, 266, 267, 268, 275, 285, 286, 287, 291, 292, 293, 296, 302, 303, 304, 306, 308, 309, 310, 318, 322, 324, 325, 326, 379, 382, 384, 385, 389, 390, 392, 401, 404, 405, 406, 408, 409, 410, 411, 414, 415, 417, 418, 431, 433, 444], "keepdim": [14, 16, 17, 19, 28, 29, 44, 68, 83, 173, 193, 195, 197, 198, 201, 207, 208, 211, 212, 213, 214, 215, 216, 217, 264, 265, 266, 267, 285, 286, 287, 292, 304, 306, 310, 322, 324, 326, 382, 406, 408, 411, 431], "fals": [14, 15, 16, 17, 18, 19, 28, 29, 32, 33, 36, 38, 40, 44, 46, 47, 49, 50, 51, 52, 62, 68, 69, 83, 85, 90, 91, 118, 132, 136, 137, 140, 141, 148, 150, 151, 152, 153, 154, 160, 161, 162, 171, 173, 174, 178, 181, 188, 189, 190, 191, 192, 193, 195, 197, 198, 199, 201, 207, 208, 211, 212, 213, 214, 215, 216, 217, 264, 265, 266, 267, 269, 285, 286, 287, 292, 304, 306, 310, 312, 313, 316, 322, 324, 382, 385, 398, 406, 408, 430, 431, 434, 436], "whether": [14, 15, 19, 85, 162, 175, 181, 385], "given": [14, 19, 20, 28, 29, 31, 32, 34, 35, 36, 38, 40, 44, 57, 62, 68, 69, 71, 72, 80, 82, 83, 84, 85, 86, 89, 90, 118, 121, 126, 127, 135, 136, 137, 139, 144, 169, 181, 192, 195, 196, 199, 201, 202, 209, 210, 211, 213, 214, 215, 216, 217, 266, 267, 269, 275, 287, 292, 293, 298, 304, 306, 310, 312, 315, 316, 322, 324, 325, 330, 335, 357, 374, 382, 384, 388, 389, 390, 391, 392, 394, 406, 408, 414, 415, 418, 419, 431, 433, 435, 436, 444], "evalu": [14, 15, 19, 83, 87, 88, 91, 180, 199, 264, 265, 317, 414], "logic": [14, 19, 188, 190, 191, 437, 448], "AND": [14, 46, 47, 48, 49, 150, 188, 189, 190, 191], "reduct": [14, 19], "method": [14, 16, 17, 19, 30, 40, 62, 82, 83, 85, 120, 129, 131, 171, 174, 178, 269, 274, 297, 312, 330, 385, 396, 408, 417, 437], "Not": [14, 19, 152, 209, 211, 213, 214, 216, 322], "number": [14, 18, 19, 20, 31, 44, 45, 50, 51, 59, 60, 68, 78, 80, 83, 85, 95, 98, 119, 124, 125, 130, 131, 133, 134, 137, 145, 146, 152, 163, 171, 175, 176, 178, 179, 180, 181, 192, 209, 211, 213, 214, 215, 216, 217, 289, 298, 300, 301, 312, 322, 323, 330, 332, 342, 366, 383, 384, 388, 389, 390, 391, 397, 398, 406, 409, 415, 417, 419, 427, 430, 431, 448], "becaus": [14, 19], "x3": [14, 19], "rtol": [15, 151], "1e": [15, 96, 151, 174, 184, 185, 187, 348], "05": [15, 151], "atol": [15, 151], "08": [15, 66, 151, 348, 399], "two": [15, 33, 41, 42, 46, 47, 48, 49, 61, 65, 70, 78, 80, 82, 83, 85, 87, 88, 95, 149, 150, 151, 158, 166, 172, 177, 188, 190, 191, 194, 195, 196, 201, 202, 205, 211, 213, 291, 307, 317, 330, 359, 409, 414, 421, 424, 432], "within": [15, 20, 33, 40, 83, 151, 269, 325, 330, 374], "toler": [15, 33, 151], "A": [15, 20, 32, 34, 35, 36, 37, 38, 39, 40, 50, 51, 53, 56, 57, 62, 63, 64, 75, 78, 83, 85, 89, 90, 94, 95, 98, 121, 122, 123, 129, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 162, 166, 167, 168, 171, 172, 175, 176, 181, 182, 192, 194, 200, 214, 216, 269, 274, 281, 300, 312, 314, 315, 316, 322, 330, 332, 349, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 379, 381, 384, 393, 398, 409, 414, 415, 417, 419, 430, 435, 436], "boolean": [15, 46, 48, 49, 64, 85, 148, 151, 152, 153, 154, 188, 189, 190, 191, 197, 212, 214, 215, 217, 312, 385, 398, 406, 410, 431], "dim": 15, "typeerror": [15, 44, 64, 68, 100, 106, 114], "rais": [15, 20, 30, 32, 34, 35, 36, 38, 50, 51, 55, 56, 62, 64, 68, 82, 83, 89, 90, 94, 98, 100, 106, 114, 130, 131, 132, 133, 134, 135, 136, 145, 170, 172, 182, 194, 195, 197, 201, 207, 208, 211, 212, 213, 215, 216, 217, 269, 270, 300, 315, 316, 321, 385, 401, 403, 404, 406, 408, 431, 435, 436], "integ": [15, 20, 31, 44, 46, 47, 48, 49, 51, 83, 85, 124, 125, 146, 150, 151, 159, 170, 173, 179, 193, 195, 197, 201, 211, 212, 213, 215, 216, 217, 302, 321, 325, 330, 358, 361, 366, 382, 383, 385, 387, 388, 391, 394, 403, 406, 408, 410, 414, 427, 431, 444], "1e10": [15, 151], "00001e10": [15, 151], "initi": [16, 17, 83, 89, 134, 195, 201, 211, 213, 214, 216, 285, 287, 292, 306, 322, 330, 408], "alia": [16, 17, 81, 119, 218, 330, 360, 363, 365, 392, 426, 433], "z": [18, 20, 32, 34, 35, 36, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 135, 136, 137, 145, 181, 182, 192, 199, 200, 314, 315, 316, 340, 419, 430, 435, 436], "deg": [18, 329], "point": [18, 20, 25, 34, 35, 44, 63, 85, 89, 90, 98, 119, 130, 131, 132, 134, 135, 136, 145, 170, 181, 182, 197, 212, 215, 217, 315, 316, 330, 359, 371, 381, 394, 406, 419, 431, 435, 436, 448], "option": [18, 20, 28, 29, 30, 32, 34, 35, 36, 37, 38, 40, 44, 52, 53, 56, 58, 62, 63, 64, 70, 75, 78, 80, 82, 83, 85, 89, 90, 94, 98, 121, 130, 131, 132, 133, 134, 135, 136, 137, 143, 145, 148, 162, 166, 168, 171, 172, 173, 174, 175, 178, 179, 180, 181, 182, 192, 193, 194, 195, 197, 199, 200, 201, 207, 208, 211, 212, 213, 215, 216, 217, 269, 281, 309, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 379, 381, 382, 384, 385, 389, 390, 392, 393, 394, 401, 404, 405, 406, 408, 410, 417, 419, 420, 421, 422, 423, 424, 425, 430, 431, 433, 434, 435, 436], "counterclockwis": 18, "plane": 18, "determin": [18, 131, 132, 134, 157, 164, 175, 176, 188, 190, 191, 194], "promot": [18, 20, 32, 34, 35, 36, 38, 52, 137, 181, 192, 194, 386, 415], "rule": [18, 20, 32, 34, 35, 36, 38, 44, 52, 64, 70, 137, 181, 192, 193, 194, 197, 212, 215, 216, 217, 382, 386, 406, 408, 418, 431], "although": [18, 85, 415], "undefin": [18, 83, 291], "arc": [18, 25, 26], "tangent": [18, 21, 22, 23, 24, 25, 26, 27, 66, 67, 399, 400, 412, 413], "quadrant": [18, 25, 26], "correctli": [18, 25, 26, 173, 312], "trigonometr": [18, 21, 22, 23, 24, 25, 26, 27, 66, 67, 399, 400, 412, 413, 448], "invers": [18, 21, 22, 23, 24, 25, 26, 27, 47, 66, 67, 94, 95, 96, 106, 107, 108, 109, 110, 111, 112, 113, 150, 169, 174, 179, 180, 183, 185, 376, 399, 400, 412, 413], "0j": [18, 82, 83, 194, 282, 295, 397], "57079633": [18, 26, 329, 429], "78539816": [18, 25, 26, 429], "mai": [18, 40, 52, 56, 58, 64, 83, 85, 95, 143, 166, 173, 175, 192, 194, 212, 215, 217, 269, 326, 392, 405, 415, 433, 444], "vari": [18, 132, 148, 166, 173, 212, 215, 217], "90": [18, 74, 434], "45": [18, 26], "OR": [19, 46, 47, 48, 49, 150, 188, 189, 190, 191], "stop": [20, 137, 181, 192], "like": [20, 32, 34, 35, 36, 38, 40, 41, 42, 43, 57, 83, 84, 89, 98, 130, 131, 132, 133, 134, 135, 137, 145, 181, 182, 192, 269, 315, 330, 374, 385, 435, 448], "usm_typ": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 419, 430, 435, 436], "sycl_queu": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "evenli": [20, 137, 181, 192, 388, 391], "interv": [20, 95, 137, 181, 192, 330, 358, 360, 362, 363, 365, 373, 374, 409], "end": [20, 85, 137, 181, 192], "doe": [20, 52, 175], "some": [20, 85, 95, 97, 124, 149, 434, 444], "off": 20, "affect": 20, "length": [20, 44, 80, 83, 91, 134, 137, 143, 178, 192, 199, 300, 333, 385, 386, 392, 394, 396, 404, 414, 415, 433], "between": [20, 52, 80, 86, 119, 131, 134, 149, 167, 181, 192, 347, 361, 429], "specifi": [20, 30, 32, 34, 35, 36, 38, 44, 51, 52, 58, 62, 75, 78, 79, 83, 89, 90, 98, 121, 130, 131, 132, 133, 135, 136, 137, 145, 166, 168, 173, 179, 180, 181, 182, 192, 193, 197, 198, 200, 212, 214, 215, 216, 217, 268, 276, 314, 315, 316, 322, 330, 343, 353, 371, 379, 382, 389, 390, 405, 406, 408, 414, 417, 419, 430, 431, 435, 436], "must": [20, 28, 29, 44, 51, 53, 56, 57, 58, 63, 80, 82, 84, 94, 95, 97, 122, 131, 134, 143, 162, 172, 173, 179, 180, 182, 193, 194, 195, 197, 201, 205, 207, 208, 211, 212, 213, 215, 216, 217, 325, 326, 381, 382, 389, 392, 393, 394, 405, 406, 408, 409, 411, 414, 417, 431, 433], "desir": [20, 32, 34, 35, 36, 38, 39, 51, 89, 90, 98, 135, 136, 137, 145, 181, 192, 315, 316, 390, 415, 419, 435, 436], "repres": [20, 32, 34, 35, 36, 37, 38, 44, 83, 85, 129, 132, 137, 148, 176, 181, 192, 199, 217, 300, 330, 444], "consid": [20, 32, 34, 35, 36, 38, 88, 137, 152, 166, 168, 171, 181, 192, 194, 330, 358], "capabl": [20, 32, 34, 35, 36, 38, 44, 137, 181, 192, 194], "when": [20, 32, 34, 35, 36, 38, 39, 40, 44, 62, 64, 83, 85, 137, 173, 175, 181, 192, 194, 211, 213, 269, 390, 410, 414, 434], "string": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 85, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436, 444], "sycldevic": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "syclqueu": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "concept": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436, 444], "output": [20, 30, 32, 34, 35, 36, 37, 38, 53, 56, 62, 63, 75, 78, 80, 82, 85, 89, 90, 91, 94, 98, 130, 131, 132, 133, 134, 135, 136, 137, 140, 141, 145, 147, 148, 160, 161, 172, 181, 182, 192, 194, 197, 199, 200, 208, 212, 215, 216, 217, 260, 313, 314, 315, 316, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 349, 352, 353, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 380, 381, 384, 393, 401, 404, 406, 408, 415, 419, 430, 431, 435, 436, 448], "oneapi": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "filter": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "selector": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "non": [20, 28, 29, 32, 34, 35, 36, 37, 38, 44, 45, 62, 68, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 152, 181, 182, 192, 195, 200, 201, 207, 208, 211, 213, 215, 217, 290, 312, 314, 315, 316, 321, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 402, 414, 419, 430, 434, 435, 436], "object": [20, 32, 34, 35, 36, 37, 38, 39, 62, 75, 78, 83, 85, 89, 90, 95, 98, 119, 120, 129, 130, 131, 132, 133, 134, 135, 136, 137, 145, 146, 148, 166, 173, 181, 182, 192, 200, 297, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 385, 419, 430, 435, 436, 444], "dpnp_arrai": [20, 32, 34, 35, 36, 38, 62, 75, 78, 89, 90, 98, 119, 129, 130, 131, 132, 133, 134, 135, 136, 137, 145, 146, 148, 181, 182, 192, 200, 218, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 420, 423, 430, 435, 436, 437], "properti": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 166, 168, 175, 181, 182, 192, 200, 219, 277, 279, 280, 282, 284, 288, 289, 295, 300, 301, 305, 309, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436, 444], "share": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 419, 430, 435, 436], "usm": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 404, 419, 430, 435, 436], "queue": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "notimplementederror": [20, 30, 32, 34, 35, 36, 38, 50, 51, 56, 62, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 145, 182, 194, 195, 197, 201, 211, 212, 213, 215, 216, 217, 269, 315, 316, 401, 406, 408, 431, 435, 436], "care": 20, "handl": [20, 85, 182, 312, 410, 448], "endpoint": [20, 137, 181, 192], "level_zero": [20, 32, 34, 35, 36, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 135, 136, 137, 145, 181, 182, 192, 200, 314, 315, 316, 419, 430, 435, 436], "opencl": [20, 32, 34, 35, 36, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 135, 136, 137, 145, 181, 182, 192, 200, 314, 315, 316, 419, 430, 435, 436], "cosin": [21, 22, 23, 24, 25, 26, 27, 66, 67, 399, 400, 412, 413], "sine": [21, 22, 23, 24, 25, 26, 27, 66, 67, 399, 400, 412, 413], "hyperbol": [21, 22, 23, 24, 25, 26, 27, 66, 67, 399, 400, 412, 413, 448], "14159265": [21, 26], "65745445": 22, "99322285": 22, "5707963267948966": 23, "72538256": 24, "99822295": 24, "180": 26, "135": 26, "54930614": 27, "search": [28, 29, 207, 208, 437, 448], "index": [28, 29, 30, 55, 83, 85, 98, 148, 199, 207, 208, 270, 305, 312, 325, 326, 379, 385, 394, 410, 411, 434, 437, 448], "should": [28, 29, 40, 82, 83, 131, 138, 151, 170, 193, 194, 195, 201, 205, 207, 208, 211, 213, 269, 299, 347, 382, 385, 394, 414, 444], "reduc": [28, 29, 44, 175, 178, 193, 195, 197, 199, 201, 207, 208, 211, 212, 213, 215, 216, 217, 382, 406, 408, 431], "ax": [28, 29, 44, 80, 82, 83, 95, 101, 103, 104, 107, 108, 109, 112, 113, 115, 117, 121, 149, 173, 177, 179, 180, 193, 194, 195, 197, 201, 205, 207, 208, 211, 212, 213, 215, 216, 217, 300, 307, 309, 382, 389, 390, 404, 406, 408, 409, 414, 415, 417, 431], "dimens": [28, 29, 32, 41, 42, 43, 44, 57, 58, 64, 69, 70, 76, 80, 83, 85, 95, 122, 123, 143, 148, 149, 171, 173, 175, 193, 195, 197, 199, 200, 201, 205, 207, 208, 211, 212, 213, 215, 216, 217, 281, 289, 300, 312, 314, 326, 330, 360, 362, 363, 365, 382, 385, 396, 404, 405, 406, 408, 409, 411, 415, 421, 422, 424, 425, 431, 444, 448], "singleton": [28, 29, 44, 95, 193, 195, 197, 201, 207, 208, 211, 212, 213, 215, 216, 217, 382, 404, 406, 408, 431], "accordingli": [28, 29, 195, 201, 207, 208, 211, 213], "first": [28, 29, 30, 44, 57, 58, 63, 70, 82, 85, 94, 121, 149, 156, 157, 158, 172, 179, 182, 194, 195, 199, 201, 207, 208, 321, 379, 385, 389, 392, 394, 401, 403, 409, 411, 414, 432, 433], "occurr": [28, 29, 45, 207, 208], "igonr": [28, 29, 207, 208], "convert": [28, 29, 32, 34, 35, 36, 37, 38, 39, 41, 42, 43, 62, 73, 74, 75, 78, 85, 95, 135, 136, 137, 181, 192, 328, 329, 429, 430], "flat": [28, 29, 83, 120, 281, 384], "tupl": [28, 29, 32, 34, 35, 36, 38, 44, 51, 62, 75, 76, 78, 83, 85, 95, 121, 132, 135, 136, 137, 148, 158, 173, 175, 180, 181, 192, 193, 194, 195, 197, 199, 200, 201, 211, 212, 213, 215, 216, 217, 300, 309, 312, 314, 382, 385, 389, 396, 404, 406, 408, 415, 417, 421, 424, 430, 431, 444], "appli": [28, 29, 30, 44, 52, 188, 190, 191, 386, 414], "index_arrai": [28, 29, 30], "call": [28, 29, 30, 36, 38, 85, 132, 172, 224, 312, 404, 415], "multipl": [28, 29, 30, 44, 58, 70, 85, 143, 166, 167, 168, 169, 172, 193, 195, 197, 201, 211, 212, 213, 215, 216, 217, 382, 392, 401, 405, 406, 408, 431, 433, 437], "12": [28, 29, 43, 70, 76, 85, 147, 192, 322, 324, 354, 394, 420, 423, 434], "13": [28, 29, 47, 76, 82, 85, 150, 194, 210, 394], "14": [28, 29, 46, 47, 76, 82, 149, 150, 394, 414], "15": [28, 29, 72, 76, 174, 184, 354, 394], "24": [28, 29, 70, 71, 86, 149, 158, 179, 322, 414], "re": [28, 29, 45, 142, 389, 428], "set": [28, 29, 32, 40, 55, 76, 78, 83, 85, 89, 135, 145, 148, 171, 173, 174, 181, 259, 269, 270, 280, 315, 316, 397, 398, 435, 436, 444], "kind": [30, 40, 52, 58, 64, 83, 85, 119, 143, 172, 194, 268, 269, 291, 302, 318, 392, 401, 405, 433, 448], "would": [30, 58, 83, 85, 132, 148, 172, 194, 291, 330, 401, 405, 411, 417], "last": [30, 70, 80, 121, 137, 149, 172, 181, 192, 194, 379, 385, 389, 394, 401, 404, 414], "stabl": [30, 401], "unlik": [30, 83, 297, 401], "other": [30, 40, 50, 51, 80, 83, 85, 124, 132, 145, 172, 205, 221, 222, 225, 227, 228, 230, 231, 232, 233, 234, 235, 236, 239, 240, 241, 242, 243, 244, 245, 247, 248, 249, 250, 251, 254, 256, 258, 261, 262, 263, 269, 323, 330, 374, 390, 401, 437, 448], "accept": [30, 330, 401], "yield": [30, 312, 330, 434, 444], "gener": [30, 44, 85, 137, 166, 167, 168, 174, 175, 182, 192, 330, 332, 335, 366, 430, 444, 448], "irrespect": 30, "axiserror": [30, 401], "indirect": [30, 401], "partial": [30, 401], "ind": [30, 179, 421, 424], "decim": [31, 83, 119, 298, 388, 391], "detail": [31, 129, 391, 421, 422, 424, 425, 444], "nearest": [31, 124, 125, 383, 388, 391, 427], "truncat": [31, 54, 124, 368, 388, 391, 427], "ndmin": 32, "array_lik": [32, 34, 35, 36, 37, 38, 39, 44, 62, 64, 75, 78, 135, 136, 137, 167, 181, 192, 326, 330, 396, 414, 422, 425, 430], "form": [32, 34, 35, 36, 37, 38, 57, 62, 75, 78, 83, 84, 135, 136, 137, 181, 192, 309, 392, 430, 433], "layout": [32, 34, 35, 36, 38, 39, 53, 56, 62, 63, 83, 89, 90, 94, 98, 135, 136, 194, 279, 315, 316, 381, 385, 393, 435, 436, 437], "newli": [32, 34, 35, 40, 53, 56, 62, 63, 83, 89, 90, 94, 98, 135, 136, 194, 269, 315, 316, 381, 393, 435, 436], "satisfi": [32, 36, 38, 40, 83, 97, 169, 269], "new": [32, 40, 50, 51, 57, 58, 83, 84, 85, 89, 90, 95, 129, 133, 134, 135, 136, 137, 143, 145, 181, 192, 205, 214, 269, 297, 309, 315, 316, 322, 385, 389, 390, 392, 405, 415, 417, 433, 435, 436, 444], "uniniti": [32, 89, 90, 135, 315, 435], "than": [32, 83, 119, 122, 123, 132, 143, 171, 174, 175, 193, 216, 291, 382, 397, 398, 404, 405, 408, 414], "a1": 33, "a2": 33, "equal_nan": [33, 151], "consist": [33, 131, 180, 181, 411, 414], "contigu": [34, 35, 36, 38, 82, 83, 172, 281, 294, 379, 385], "check": [34, 35, 52, 162, 174, 177], "construct": [34, 35, 55, 75, 78, 83, 85, 130, 131, 132, 133, 134, 182, 200, 270, 314, 384, 415, 434, 437], "grid": [34, 35, 132, 148, 199, 200, 314], "No": [35, 162], "perform": [35, 56, 80, 121, 162], "match": [35, 58, 64, 80, 85, 131, 149, 194, 325, 326, 405, 410, 411, 414], "pass": [35, 83, 85, 132, 297], "through": [35, 85, 444], "subclass": [35, 157], "content": [36, 83, 367], "flag": [36, 38, 83, 85, 274], "about": [36, 38, 83, 119, 279, 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Functions": [[440, "logic-functions"]], "Truth value testing": [[440, "truth-value-testing"]], "Infinities and NaNs": [[440, "infinities-and-nans"]], "Array type testing": [[440, "array-type-testing"]], "Logic operations": [[440, "logic-operations"]], "Comparison": [[440, "comparison"]], "Array Manipulation Routines": [[441, "array-manipulation-routines"]], "Basic operations": [[441, "basic-operations"]], "Changing array shape": [[441, "changing-array-shape"]], "Transpose-like operations": [[441, "transpose-like-operations"]], "Changing number of dimensions": [[441, "changing-number-of-dimensions"]], "Changing kind of array": [[441, "changing-kind-of-array"]], "Joining arrays": [[441, "joining-arrays"]], "Splitting arrays": [[441, "splitting-arrays"]], "Tiling arrays": [[441, "tiling-arrays"]], "Adding and removing elements": [[441, "adding-and-removing-elements"]], "Rearranging elements": [[441, "rearranging-elements"]], "Mathematical Functions": [[442, "mathematical-functions"]], "Trigonometric functions": [[442, "trigonometric-functions"], [452, "trigonometric-functions"]], "Hyperbolic functions": [[442, "hyperbolic-functions"]], "Rounding": [[442, "rounding"]], "Sums, products, differences": [[442, "sums-products-differences"]], "Exponents and logarithms": [[442, "exponents-and-logarithms"]], "Other special functions": [[442, "other-special-functions"]], "Floating point routines": [[442, "floating-point-routines"]], "Rational routines": [[442, "rational-routines"]], "Arithmetic operations": [[442, "arithmetic-operations"]], "Handling complex numbers": [[442, "handling-complex-numbers"]], "Extrema Finding": [[442, "extrema-finding"]], "Miscellaneous routines": [[443, "miscellaneous-routines"]], "Utility": [[443, "utility"]], "Multi-Dimensional Array (ndarray)": [[444, "multi-dimensional-array-ndarray"]], "Constructing arrays": [[444, "constructing-arrays"]], "Indexing arrays": [[444, "indexing-arrays"]], "Array attributes": [[444, "array-attributes"]], "Memory layout": [[444, "memory-layout"]], "Data type": [[444, "data-type"]], "Other attributes": [[444, "other-attributes"]], "Array methods": [[444, "array-methods"]], "Array conversion": [[444, "array-conversion"]], "Shape manipulation": [[444, "shape-manipulation"]], "Item selection and manipulation": [[444, "item-selection-and-manipulation"]], "Calculation": [[444, "calculation"]], "Arithmetic, matrix multiplication, and comparison operations": [[444, "arithmetic-matrix-multiplication-and-comparison-operations"]], "Special methods": [[444, "special-methods"]], "Padding": [[445, "padding"]], "Polynomials": [[446, "polynomials"]], "Polynomial Package": [[446, "polynomial-package"]], "Polynomial Module": [[446, "polynomial-module"]], "Polyutils": [[446, "polyutils"]], "Poly1d": [[446, "poly1d"]], "Basics": [[446, "basics"]], "Arithmetic": [[446, "arithmetic"]], "Random Sampling (dpnp.random)": [[447, "random-sampling-dpnp-random"]], "Simple random data": [[447, "simple-random-data"]], "Permutations": [[447, "permutations"]], "Distributions": [[447, "distributions"]], "Random generator": [[447, "random-generator"]], "Routines": [[448, "routines"]], "Sorting, Searching, and Counting": [[449, "sorting-searching-and-counting"]], "Sorting": [[449, "sorting"]], "Searching": [[449, "searching"]], "Counting": [[449, "counting"]], "Special Functions": [[450, "special-functions"]], "Error Function": [[450, "error-function"]], "Statistical Functions": [[451, "statistical-functions"]], "Order statistics": [[451, "order-statistics"]], "Averages and variances": [[451, "averages-and-variances"]], "Histograms": [[451, "histograms"]], "Correlations": [[451, "correlations"]], "Universal Functions (ufunc)": [[452, "universal-functions-ufunc"]], "Available ufuncs": [[452, "available-ufuncs"]], "Math operations": [[452, "math-operations"]], "Bit-twiddling functions": [[452, "bit-twiddling-functions"]], "Comparison functions": [[452, "comparison-functions"]], "Floating functions": [[452, "floating-functions"]]}, "indexentries": {"dpnp": [[2, "module-dpnp"], [3, "module-dpnp"]], "module": [[2, "module-dpnp"], [3, "module-dpnp"], [10, "module-dpnp.fft"], [447, "module-dpnp.random"]], "dpnp.fft": [[10, "module-dpnp.fft"]], "abs() (in module dpnp)": [[11, "dpnp.abs"]], "absolute() (in module dpnp)": [[12, "dpnp.absolute"]], "add() (in module dpnp)": [[13, "dpnp.add"]], "all() (in module dpnp)": [[14, "dpnp.all"]], "allclose() (in module dpnp)": [[15, "dpnp.allclose"]], "amax() (in module dpnp)": [[16, "dpnp.amax"]], "amin() (in module dpnp)": [[17, "dpnp.amin"]], "angle() (in module dpnp)": [[18, "dpnp.angle"]], "any() (in module dpnp)": [[19, "dpnp.any"]], "arange() (in module dpnp)": [[20, "dpnp.arange"]], "arccos() (in module dpnp)": [[21, "dpnp.arccos"]], "arccosh() (in module dpnp)": [[22, "dpnp.arccosh"]], "arcsin() (in module dpnp)": [[23, "dpnp.arcsin"]], "arcsinh() (in module dpnp)": [[24, "dpnp.arcsinh"]], "arctan() (in module dpnp)": [[25, "dpnp.arctan"]], "arctan2() (in module dpnp)": [[26, "dpnp.arctan2"]], "arctanh() (in module dpnp)": [[27, "dpnp.arctanh"]], "argmax() (in module dpnp)": [[28, "dpnp.argmax"]], "argmin() (in module dpnp)": [[29, "dpnp.argmin"]], "argsort() (in module dpnp)": [[30, "dpnp.argsort"]], "around() (in module dpnp)": [[31, "dpnp.around"]], "array() (in module dpnp)": [[32, "dpnp.array"]], "array_equal() (in module dpnp)": [[33, "dpnp.array_equal"]], "asanyarray() (in module dpnp)": [[34, "dpnp.asanyarray"]], "asarray() (in module dpnp)": [[35, "dpnp.asarray"]], "ascontiguousarray() (in module dpnp)": [[36, "dpnp.ascontiguousarray"]], "asfarray() (in module dpnp)": [[37, "dpnp.asfarray"]], "asfortranarray() (in module dpnp)": [[38, "dpnp.asfortranarray"]], "asnumpy() (in module dpnp)": [[39, "dpnp.asnumpy"]], "astype() (in module dpnp)": [[40, "dpnp.astype"]], "atleast_1d() (in module dpnp)": [[41, "dpnp.atleast_1d"]], "atleast_2d() (in module dpnp)": [[42, "dpnp.atleast_2d"]], "atleast_3d() (in module dpnp)": [[43, "dpnp.atleast_3d"]], "average() (in module dpnp)": [[44, "dpnp.average"]], "bincount() (in module dpnp)": [[45, "dpnp.bincount"]], "bitwise_and() (in module dpnp)": [[46, "dpnp.bitwise_and"]], "bitwise_not() (in module dpnp)": [[47, "dpnp.bitwise_not"]], "bitwise_or() (in module dpnp)": [[48, "dpnp.bitwise_or"]], "bitwise_xor() (in module dpnp)": [[49, "dpnp.bitwise_xor"]], "broadcast_arrays() (in module dpnp)": [[50, "dpnp.broadcast_arrays"]], "broadcast_to() (in module dpnp)": [[51, "dpnp.broadcast_to"]], "can_cast() (in module dpnp)": [[52, "dpnp.can_cast"]], "cbrt() (in module dpnp)": [[53, "dpnp.cbrt"]], "ceil() (in module dpnp)": [[54, "dpnp.ceil"]], "choose() (in module dpnp)": [[55, "dpnp.choose"]], "clip() (in module dpnp)": [[56, "dpnp.clip"]], "column_stack() (in module dpnp)": [[57, "dpnp.column_stack"]], "concatenate() (in module dpnp)": [[58, "dpnp.concatenate"]], "conj() (in module dpnp)": [[59, "dpnp.conj"]], "conjugate() (in module dpnp)": [[60, 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attribute)": [[83, "dpnp.dpnp_array.dpnp_array.ndim"]], "nonzero() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.nonzero"]], "partition() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.partition"]], "prod() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.prod"]], "put() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.put"]], "ravel() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.ravel"]], "real (dpnp.dpnp_array.dpnp_array attribute)": [[83, "dpnp.dpnp_array.dpnp_array.real"]], "repeat() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.repeat"]], "reshape() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.reshape"]], "round() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.round"]], "searchsorted() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.searchsorted"]], "shape 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dpnp)": [[183, "dpnp.log"]], "log10() (in module dpnp)": [[184, "dpnp.log10"]], "log1p() (in module dpnp)": [[185, "dpnp.log1p"]], "log2() (in module dpnp)": [[186, "dpnp.log2"]], "logaddexp() (in module dpnp)": [[187, "dpnp.logaddexp"]], "logical_and() (in module dpnp)": [[188, "dpnp.logical_and"]], "logical_not() (in module dpnp)": [[189, "dpnp.logical_not"]], "logical_or() (in module dpnp)": [[190, "dpnp.logical_or"]], "logical_xor() (in module dpnp)": [[191, "dpnp.logical_xor"]], "logspace() (in module dpnp)": [[192, "dpnp.logspace"]], "logsumexp() (in module dpnp)": [[193, "dpnp.logsumexp"]], "matmul() (in module dpnp)": [[194, "dpnp.matmul"]], "max() (in module dpnp)": [[195, "dpnp.max"]], "maximum() (in module dpnp)": [[196, "dpnp.maximum"]], "mean() (in module dpnp)": [[197, "dpnp.mean"]], "median() (in module dpnp)": [[198, "dpnp.median"]], "meshgrid() (in module dpnp)": [[199, "dpnp.meshgrid"]], "mgrid (in module dpnp)": [[200, "dpnp.mgrid"]], "min() (in module dpnp)": [[201, 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433, 434, 435, 436, 437], "univers": [2, 437, 444], "ufunc": [2, 437, 444], "routin": [2, 437, 444], "special": [2, 85, 92, 437, 448], "avail": [2, 3, 4, 85, 437, 444], "comparison": [2, 91, 140, 141, 160, 161, 313, 437, 448], "tabl": [2, 9, 437], "cupi": [2, 437], "miscellan": [2, 437, 448], "c": [2, 4, 32, 34, 35, 36, 38, 39, 40, 53, 56, 62, 63, 70, 82, 83, 85, 89, 90, 94, 98, 135, 136, 138, 149, 158, 164, 172, 173, 176, 182, 194, 269, 274, 281, 294, 312, 315, 316, 321, 379, 381, 385, 393, 414, 415, 435, 436], "backend": [2, 138, 333, 335, 336, 346, 351, 367], "The": [3, 4, 13, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 44, 46, 47, 48, 49, 51, 53, 54, 56, 57, 58, 59, 60, 62, 63, 64, 66, 67, 69, 70, 75, 78, 80, 81, 83, 84, 85, 86, 89, 90, 91, 93, 95, 96, 98, 100, 106, 114, 121, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 140, 141, 143, 144, 145, 147, 148, 150, 159, 160, 161, 162, 163, 164, 166, 167, 168, 170, 172, 173, 174, 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360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "creat": [3, 4, 20, 32, 34, 35, 36, 37, 38, 62, 75, 76, 78, 83, 85, 89, 90, 98, 129, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 274, 314, 315, 316, 326, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436, 444, 448], "ident": [3, 6, 85, 177, 369], "one": [3, 4, 30, 32, 37, 41, 42, 43, 44, 56, 61, 64, 65, 83, 85, 89, 91, 95, 96, 98, 100, 102, 105, 106, 110, 111, 114, 116, 122, 123, 131, 135, 143, 145, 148, 170, 173, 183, 184, 185, 186, 199, 200, 209, 274, 281, 284, 312, 314, 316, 323, 349, 390, 401, 404, 405, 414, 421, 424, 435, 444], "kei": [3, 30, 83, 85, 120, 229, 259, 401], "differ": [3, 20, 32, 34, 35, 36, 38, 44, 62, 72, 75, 78, 80, 83, 85, 86, 89, 90, 98, 119, 122, 123, 130, 131, 132, 133, 135, 136, 137, 139, 145, 167, 168, 181, 182, 192, 193, 194, 200, 216, 274, 314, 315, 316, 321, 382, 407, 408, 419, 430, 435, 436, 448], "from": [3, 18, 28, 29, 30, 34, 35, 50, 52, 55, 58, 64, 73, 74, 83, 84, 85, 94, 97, 121, 129, 130, 131, 132, 133, 134, 143, 145, 168, 171, 172, 182, 193, 199, 216, 260, 270, 274, 303, 308, 321, 326, 328, 329, 330, 331, 332, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 355, 356, 357, 358, 359, 361, 362, 364, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 382, 385, 386, 392, 394, 395, 403, 404, 405, 408, 410, 411, 429, 430, 433, 434, 448], "memori": [3, 32, 34, 35, 36, 38, 39, 53, 56, 62, 63, 83, 85, 89, 90, 94, 98, 135, 136, 194, 199, 279, 281, 305, 315, 316, 381, 385, 393, 435, 436, 437], "alloc": [3, 4, 20, 32, 34, 35, 36, 37, 38, 40, 44, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 197, 200, 212, 215, 217, 269, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 381, 404, 406, 419, 430, 431, 435, 436], "default": [3, 11, 12, 13, 14, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 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132, 133, 137, 143, 162, 171, 173, 180, 192, 193, 194, 195, 197, 201, 207, 208, 211, 212, 213, 214, 215, 216, 217, 269, 312, 322, 325, 382, 384, 389, 401, 404, 405, 406, 408, 417, 419, 420, 421, 423, 424, 431, 434, 444], "system": [3, 4, 177], "integr": [3, 4, 44, 83, 197, 204, 212, 215, 217, 302, 321, 381, 406, 408, 418, 431], "discret": [3, 61, 65, 72, 80, 86, 100, 101, 102, 105, 106, 107, 108, 110, 111, 112, 113, 114, 115, 116, 117, 139, 330, 437], "otherwis": [3, 11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 44, 46, 47, 48, 49, 50, 51, 52, 53, 54, 56, 59, 60, 62, 63, 65, 66, 67, 68, 69, 71, 72, 79, 80, 81, 83, 85, 86, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 139, 140, 141, 144, 145, 149, 150, 151, 152, 153, 154, 159, 160, 161, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 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415, 431, 433, 444], "most": [3, 4, 80, 85, 404], "manipul": [3, 76, 437, 448], "ar": [3, 4, 11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 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, 74, 79, 80, 81, 82, 83, 85, 86, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 121, 122, 123, 124, 125, 126, 127, 128, 132, 137, 139, 140, 141, 144, 149, 150, 151, 152, 153, 154, 159, 160, 161, 162, 166, 167, 168, 170, 171, 172, 173, 174, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 201, 202, 203, 204, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 269, 290, 291, 311, 312, 313, 317, 318, 319, 320, 321, 322, 323, 325, 326, 327, 329, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 347, 348, 349, 352, 353, 355, 356, 358, 361, 362, 364, 370, 372, 373, 374, 375, 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154, 159, 160, 161, 177, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 194, 195, 196, 197, 198, 201, 202, 203, 204, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 269, 311, 313, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 327, 329, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 348, 349, 352, 353, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 370, 371, 372, 373, 374, 375, 376, 377, 378, 381, 383, 385, 387, 388, 391, 393, 395, 397, 398, 399, 400, 401, 402, 403, 406, 407, 408, 410, 412, 413, 416, 418, 426, 427, 429, 431, 435, 436, 452], "along": [3, 4, 14, 16, 17, 19, 28, 29, 30, 44, 57, 58, 68, 71, 72, 75, 78, 80, 83, 84, 86, 121, 122, 123, 126, 127, 132, 137, 139, 143, 148, 173, 175, 179, 180, 181, 192, 193, 195, 196, 197, 198, 199, 201, 202, 207, 208, 209, 210, 211, 212, 213, 215, 216, 217, 266, 267, 268, 275, 285, 287, 292, 293, 304, 306, 308, 310, 324, 325, 326, 382, 384, 389, 390, 392, 401, 405, 406, 408, 410, 411, 414, 415, 416, 418, 421, 424, 431, 433, 444], "limit": [3, 11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 34, 35, 36, 38, 46, 47, 48, 49, 50, 51, 53, 54, 56, 59, 60, 62, 63, 65, 66, 67, 68, 69, 71, 72, 74, 79, 81, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 139, 140, 141, 144, 145, 146, 150, 151, 152, 153, 154, 159, 160, 161, 177, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 194, 195, 196, 197, 198, 201, 202, 203, 204, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 269, 271, 311, 313, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 327, 329, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 347, 348, 349, 352, 353, 355, 356, 358, 361, 364, 366, 367, 368, 369, 370, 372, 373, 374, 375, 376, 377, 378, 381, 383, 385, 387, 388, 391, 393, 395, 397, 398, 399, 400, 401, 402, 403, 406, 407, 408, 410, 412, 413, 416, 418, 426, 427, 429, 431, 435, 436], "To": 4, "program": [4, 124], "beyond": [4, 389], "cpu": [4, 11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 31, 32, 34, 35, 36, 38, 46, 47, 48, 49, 53, 54, 59, 60, 62, 63, 65, 66, 67, 69, 71, 72, 75, 78, 79, 81, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 124, 125, 126, 127, 128, 130, 131, 132, 133, 135, 136, 137, 139, 140, 141, 144, 145, 150, 151, 152, 153, 154, 159, 160, 161, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 196, 198, 200, 202, 203, 204, 206, 209, 210, 214, 311, 313, 314, 315, 316, 317, 319, 320, 321, 322, 325, 381, 383, 387, 388, 391, 393, 397, 398, 399, 400, 402, 403, 407, 410, 412, 413, 418, 419, 426, 427, 430, 435, 436], "you": [4, 411, 444], "need": [4, 138, 411, 434], "appropri": [4, 28, 29, 138, 180, 193, 195, 201, 207, 208, 211, 213, 330, 358, 361, 382, 444], "hardwar": 4, "work": [4, 31, 39, 73, 203, 328, 411, 444], "fine": 4, "laptop": 4, "graphic": 4, "In": [4, 28, 29, 162, 172, 175, 192, 193, 212, 216, 325, 330, 374, 382, 385, 408, 410], "major": [4, 34, 35, 36, 38, 39, 40, 83, 269, 281, 312, 379], "case": [4, 20, 28, 29, 32, 34, 35, 36, 38, 44, 62, 75, 78, 80, 89, 90, 98, 130, 131, 132, 133, 135, 136, 137, 145, 175, 178, 181, 182, 192, 193, 200, 214, 216, 314, 315, 316, 322, 323, 382, 385, 408, 414, 419, 430, 435, 436], "your": 4, "window": 4, "alreadi": [4, 35, 41, 42, 43], "ha": [4, 18, 30, 44, 46, 47, 48, 49, 85, 95, 105, 110, 132, 143, 147, 150, 176, 178, 193, 197, 212, 215, 216, 217, 325, 380, 381, 382, 384, 390, 404, 405, 406, 408, 409, 415, 431, 444], "all": [4, 6, 9, 15, 19, 33, 40, 44, 57, 68, 80, 83, 84, 85, 93, 94, 96, 98, 121, 122, 123, 130, 131, 133, 137, 143, 145, 162, 171, 174, 181, 192, 207, 208, 211, 213, 216, 269, 272, 278, 291, 323, 332, 389, 392, 402, 404, 433, 444], "necessari": [4, 20, 32, 34, 35, 36, 38, 41, 64, 137, 181, 192, 194, 197, 212, 215, 216, 217, 385, 406, 408, 431], "But": [4, 85], "want": [4, 411], "up": [4, 85, 123], "date": 4, "alwai": [4, 30, 34, 40, 83, 166, 168, 215, 217, 269, 312, 385, 406, 431], "updat": 4, "latest": [4, 129], "follow": [4, 44, 85, 95, 119, 146, 166, 168, 174, 414, 444, 448], "instruct": 4, "step": [4, 20, 137, 181, 192], "8": [4, 13, 15, 41, 53, 56, 64, 70, 75, 76, 80, 83, 85, 121, 137, 147, 151, 164, 173, 176, 178, 179, 181, 192, 209, 312, 321, 322, 324, 330, 354, 373, 380, 389, 393, 399, 410, 414, 418, 420, 423, 430, 434], "9": [4, 13, 41, 56, 64, 70, 75, 76, 81, 83, 89, 99, 125, 133, 137, 173, 174, 175, 178, 192, 206, 283, 312, 324, 330, 332, 334, 354, 380, 389, 402, 407, 414, 420, 423, 426, 430, 434], "If": [4, 15, 20, 28, 29, 30, 32, 34, 35, 36, 37, 38, 40, 44, 56, 58, 70, 75, 80, 82, 83, 85, 95, 98, 119, 121, 134, 137, 143, 147, 148, 149, 162, 170, 171, 172, 173, 174, 175, 178, 180, 181, 182, 192, 193, 195, 197, 199, 201, 207, 208, 211, 212, 213, 215, 216, 217, 269, 300, 302, 326, 330, 352, 374, 380, 381, 382, 385, 389, 392, 394, 401, 402, 404, 405, 406, 408, 409, 411, 414, 415, 417, 430, 431, 432, 433, 444], "yet": [4, 6], "easiest": 4, "It": [4, 28, 29, 56, 82, 166, 168, 193, 194, 195, 197, 201, 207, 208, 211, 212, 213, 215, 216, 217, 382, 406, 408, 431], "essenti": 4, "machin": [4, 119, 146], "optim": [4, 88], "includ": [4, 20, 28, 29, 32, 34, 35, 36, 37, 38, 44, 62, 75, 78, 135, 136, 137, 138, 174, 181, 192, 193, 195, 197, 201, 207, 208, 211, 212, 213, 215, 216, 217, 323, 330, 374, 382, 406, 408, 430, 431], "anoth": [4, 64, 83, 129, 274, 293, 325, 390], "vendor": 4, "too": [4, 434], "manual": [4, 85, 415], "shown": 4, "next": [4, 119], "section": [4, 85, 444], "recommend": [4, 312, 415], "us": [4, 13, 20, 32, 34, 35, 36, 37, 38, 39, 40, 46, 47, 48, 49, 52, 56, 58, 62, 70, 75, 76, 78, 81, 83, 85, 89, 90, 91, 95, 98, 124, 125, 130, 131, 132, 133, 134, 135, 136, 137, 138, 140, 141, 145, 147, 148, 149, 150, 159, 160, 161, 162, 163, 166, 168, 171, 172, 173, 174, 181, 182, 188, 190, 192, 193, 194, 197, 199, 200, 206, 212, 215, 216, 217, 224, 269, 274, 311, 312, 313, 314, 315, 316, 320, 321, 326, 330, 333, 335, 336, 346, 351, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 367, 371, 374, 379, 380, 382, 383, 384, 385, 387, 389, 394, 406, 407, 408, 410, 411, 414, 415, 418, 419, 424, 426, 430, 431, 434, 435, 436, 444], "org": 4, "channel": 4, "command": 4, "forg": 4, "pip": 4, "http": [4, 129], "pypi": 4, "simpl": [4, 191, 448], "These": [4, 85, 95, 205, 444, 448], "its": [4, 6, 15, 30, 31, 44, 59, 60, 75, 83, 100, 106, 119, 144, 145, 166, 167, 168, 172, 174, 180, 197, 212, 215, 217, 309, 367, 379, 382, 385, 391, 401, 406, 417, 419, 431, 444], "depend": [4, 166, 175, 178, 181, 395, 434], "control": [4, 40, 52, 58, 64, 83, 143, 194, 269, 392, 405, 433], "requir": [4, 6, 32, 36, 38, 40, 83, 85, 148, 269], "compil": [4, 85, 138], "runtim": 4, "onemkl": 4, "befor": [4, 30, 58, 83, 122, 123, 180, 193, 215, 216, 217, 291, 302, 382, 389, 390, 401, 406, 408, 415, 431, 432], "strongli": [4, 415], "advis": 4, "version": [4, 83, 85, 280, 312], "activ": 4, "local": 4, "environ": 4, "env": 4, "And": [4, 39, 40, 76, 83, 269], "sourc": [4, 6, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 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, 122, 123, 124, 125, 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, 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, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 311, 312, 313, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 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, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 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, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436], "recip": 4, "finanli": 4, "setuptool": 4, "o": [4, 85], "On": 4, "linux": 4, "cython": 4, "dpcpp_linux": 4, "mkl": 4, "devel": 4, "dpcpp": 4, "tbb": 4, "onedpl": 4, "cmake": 4, "ninja": 4, "pytest": 4, "dpcpp_win": 4, "setup": 4, "py": 4, "g": [4, 83, 85, 89, 90, 98, 135, 136, 145, 305, 315, 316, 330, 419, 435, 436], "dcmake_c_compil": 4, "path": [4, 131, 182], "icx": 4, "dcmake_cxx_compil": 4, "icpx": 4, "script": 4, "build_loc": 4, "scope": 4, "suit": 4, "element": [4, 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, 80, 81, 83, 85, 86, 91, 93, 94, 96, 97, 98, 99, 121, 122, 123, 124, 125, 126, 127, 128, 134, 140, 141, 144, 145, 147, 148, 150, 151, 152, 153, 154, 159, 160, 161, 162, 170, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 199, 201, 202, 203, 204, 206, 209, 210, 211, 213, 214, 215, 216, 217, 264, 265, 272, 273, 275, 277, 278, 281, 283, 284, 286, 288, 290, 291, 296, 297, 298, 299, 301, 304, 305, 308, 310, 311, 312, 313, 319, 320, 321, 322, 323, 325, 327, 379, 380, 381, 382, 383, 384, 385, 387, 388, 389, 390, 391, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 406, 407, 408, 410, 412, 413, 414, 415, 420, 423, 426, 427, 428, 431, 434, 444, 448], "asarrai": [4, 6, 34, 36, 38, 39], "same": [4, 13, 15, 26, 30, 31, 33, 36, 38, 39, 40, 44, 46, 48, 49, 51, 57, 58, 63, 73, 80, 81, 82, 83, 84, 90, 91, 95, 97, 125, 126, 127, 128, 129, 136, 140, 141, 143, 144, 149, 158, 159, 160, 161, 170, 175, 187, 188, 189, 190, 191, 195, 196, 197, 201, 202, 203, 206, 211, 212, 213, 215, 216, 217, 269, 297, 309, 313, 316, 317, 321, 325, 326, 328, 330, 352, 358, 374, 379, 381, 383, 384, 387, 389, 390, 392, 394, 401, 402, 403, 404, 405, 406, 407, 408, 411, 414, 420, 422, 423, 425, 426, 431, 432, 433, 436], "shape": [4, 6, 28, 29, 32, 33, 36, 40, 43, 44, 50, 51, 53, 56, 58, 63, 65, 69, 76, 80, 82, 83, 84, 85, 89, 90, 94, 95, 97, 121, 132, 135, 136, 143, 148, 149, 158, 164, 169, 170, 171, 172, 175, 176, 177, 178, 179, 180, 188, 189, 190, 191, 193, 194, 195, 197, 199, 200, 201, 205, 207, 208, 211, 212, 213, 215, 216, 217, 269, 297, 303, 309, 314, 315, 316, 325, 326, 330, 339, 342, 347, 348, 353, 357, 358, 359, 360, 361, 362, 363, 365, 370, 371, 377, 379, 381, 382, 384, 385, 389, 390, 392, 393, 394, 401, 402, 403, 404, 405, 406, 408, 410, 414, 415, 417, 419, 420, 423, 424, 431, 433, 434, 435, 436, 437, 448], "expect": [4, 18, 53, 63, 82, 85, 94, 193, 197, 212, 215, 216, 217, 381, 382, 393, 406, 408, 431], "comput": [4, 26, 31, 44, 46, 47, 48, 49, 54, 80, 95, 99, 100, 101, 102, 103, 105, 106, 107, 108, 110, 111, 112, 113, 114, 115, 116, 117, 124, 125, 142, 148, 150, 163, 164, 165, 166, 167, 168, 169, 172, 173, 174, 175, 176, 178, 179, 180, 188, 189, 190, 191, 193, 194, 195, 197, 198, 201, 203, 211, 212, 213, 215, 216, 217, 382, 383, 388, 391, 393, 406, 408, 413, 414, 427, 431], "empti": [4, 6, 32, 83, 90, 131, 135, 136, 216, 278, 315, 316, 435, 436], "try": 4, "except": [4, 15, 20, 30, 32, 34, 35, 36, 38, 50, 51, 56, 58, 62, 68, 80, 82, 83, 89, 90, 98, 100, 106, 114, 130, 131, 132, 133, 134, 135, 136, 143, 145, 172, 182, 194, 195, 197, 201, 211, 212, 213, 215, 216, 217, 269, 300, 315, 316, 384, 385, 401, 406, 408, 431, 435, 436], "found": [4, 394, 444], "here": [6, 30, 85, 401], "correspond": [6, 20, 28, 29, 32, 34, 35, 36, 37, 38, 56, 58, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 166, 181, 182, 192, 194, 200, 277, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 389, 396, 406, 414, 417, 419, 430, 431, 435, 436, 444], "column": [6, 34, 35, 36, 38, 39, 40, 57, 58, 83, 84, 98, 122, 123, 143, 145, 166, 172, 175, 178, 269, 281, 379, 392, 405, 419, 421, 424, 430, 433], "v1": 6, "23": [6, 330], "v0": 6, "11": [6, 28, 29, 44, 67, 76, 83, 139, 173, 297, 349, 358, 391, 394, 400, 420, 423, 434], "528": 6, "g50b177d60": 6, "v9": 6, "397": 6, "233": 6, "299": 6, "56": 6, "37": [6, 391], "47": 6, "20": [6, 148, 158, 159, 173, 326, 332, 347, 394, 411], "19": [6, 68, 85], "16": [6, 46, 76, 85, 133, 137, 139, 206, 321, 412], "18": [6, 85, 86, 173, 192], "51": 6, "48": [6, 70, 209], "49": 6, "total": [6, 68, 83, 288, 406, 431], "542": 6, "355": 6, "429": 6, "ab": [6, 12], "absolut": [6, 11, 18, 99, 176, 215, 217, 323, 406, 431], "add": [6, 85], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "allclos": [6, 33, 151, 169, 174, 175, 177, 178, 180], "alltru": 6, "amax": [6, 195], "amin": [6, 201], "angl": [6, 25, 26, 73, 74, 328, 329, 429], "apply_along_axi": 6, "apply_over_ax": 6, "arcco": [6, 22, 23, 25, 26, 66], "arccosh": [6, 21, 24, 27, 67], "arcsin": [6, 21, 24, 25, 26, 399], "arcsinh": [6, 22, 23, 27, 400], "arctan": [6, 18, 21, 23, 26, 27, 412], "arctan2": [6, 18, 25], "arctanh": [6, 22, 24, 25, 26, 413], "argmin": [6, 28, 83, 208, 411, 444], "argpartit": [6, 30, 444], "argsort": [6, 83, 394, 401, 411, 417, 444], "argwher": 6, "around": [6, 83, 137, 298, 325, 391], "array2str": 6, "array_equ": 6, "array_equiv": [6, 33], "array_repr": 6, "array_split": [6, 58], "array_str": 6, "asanyarrai": [6, 35, 38], "asarray_chkfinit": [6, 34, 35], "ascontiguousarrai": [6, 34, 35, 38], "asfarrai": [6, 34, 35], "asfortranarrai": [6, 34, 35, 36], "asmatrix": 6, "atleast_1d": [6, 42, 43, 95], "atleast_2d": [6, 41, 43, 95], "atleast_3d": [6, 41, 42, 95], "averag": [6, 83, 197, 212, 286, 408, 448], "bartlett": 6, "base_repr": 6, "binary_repr": 6, "bincount": 6, "bitwise_and": [6, 47, 48, 49, 150, 188], "bitwise_not": 6, "bitwise_or": [6, 46, 47, 49, 150, 190], "bitwise_xor": [6, 46, 47, 48, 150, 191], "blackman": 6, "block": [6, 58, 84, 143, 392, 405, 433], "bmat": 6, "broadcast_arrai": [6, 51], "broadcast_shap": 6, "broadcast_to": [6, 50, 415], "busday_count": 6, "busday_offset": 6, "byte_bound": 6, "can_cast": [6, 448], "cbrt": [6, 402], "ceil": [6, 31, 124, 125, 388, 391, 427], "choos": [6, 18, 25, 26, 83, 434, 444], "clip": [6, 83, 325, 410, 444], "column_stack": [6, 58, 84, 143, 392, 405, 433], "common_typ": 6, "compare_chararrai": 6, "compress": [6, 410, 444], "concaten": [6, 57, 84, 143, 392, 405, 411, 433], "conj": [6, 83, 147, 162, 323, 380], "conjug": [6, 59, 82, 83, 147, 162, 166, 168, 194, 272, 323, 380, 432], "convolv": [6, 65], "copi": [6, 20, 30, 32, 34, 35, 36, 37, 38, 40, 41, 42, 43, 64, 75, 78, 83, 85, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 199, 200, 224, 269, 281, 283, 291, 297, 300, 314, 315, 316, 318, 320, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 385, 394, 401, 404, 419, 420, 423, 430, 435, 436, 444], "copysign": [6, 311, 320], "copyto": [6, 83, 274], "corrcoef": [6, 69], "correl": [6, 448], "co": [6, 21, 67, 399, 412], "cosh": [6, 22, 66, 400, 413], "count_nonzero": [6, 312], "cov": [6, 348], "cross": [6, 65], "cumprod": [6, 209, 444], "cumproduct": 6, "cumsum": [6, 80, 83, 210, 408, 444], "datetime_as_str": 6, "datetime_data": 6, "deg2rad": [6, 328, 329, 429], "degre": [6, 18, 73, 215, 217, 328, 329, 372, 406, 429, 431], "delet": 6, "deprec": 6, "deprecate_with_doc": 6, "diag": [6, 78, 122, 123, 145, 178], "diag_indic": [6, 77, 118], "diag_indices_from": [6, 76, 118], "diagflat": [6, 75], 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208, 211, 212, 213, 214, 215, 216, 217, 221, 222, 225, 227, 228, 230, 231, 232, 233, 234, 235, 236, 239, 240, 241, 242, 243, 244, 245, 247, 248, 249, 250, 251, 254, 256, 258, 259, 260, 261, 262, 263, 266, 267, 269, 271, 274, 278, 280, 291, 293, 311, 312, 313, 315, 316, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 330, 340, 357, 358, 374, 381, 382, 383, 384, 385, 387, 388, 389, 391, 393, 394, 395, 397, 398, 399, 400, 401, 402, 403, 406, 407, 408, 410, 411, 412, 413, 416, 426, 427, 429, 431, 434, 435, 436, 444, 448], "wise": [11, 12, 13, 15, 18, 21, 22, 23, 24, 25, 26, 27, 31, 33, 46, 47, 48, 49, 53, 54, 57, 58, 59, 60, 63, 66, 67, 81, 83, 84, 91, 93, 94, 96, 99, 124, 126, 127, 128, 140, 141, 143, 147, 150, 151, 152, 153, 154, 159, 160, 161, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 195, 196, 201, 202, 203, 204, 206, 211, 213, 214, 273, 311, 313, 320, 321, 323, 380, 381, 383, 387, 388, 391, 392, 393, 397, 398, 399, 400, 402, 403, 405, 407, 412, 413, 426, 427, 433, 444], "contain": [11, 12, 14, 19, 20, 28, 29, 46, 47, 48, 49, 56, 64, 70, 83, 85, 129, 134, 138, 148, 150, 159, 166, 175, 178, 193, 195, 197, 201, 207, 208, 211, 212, 213, 215, 216, 217, 297, 312, 330, 381, 382, 387, 402, 406, 408, 417, 421, 424, 431, 444], "paramet": [11, 12, 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, 41, 42, 43, 44, 46, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 60, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 75, 78, 79, 80, 81, 82, 83, 84, 85, 86, 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, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 152, 153, 154, 158, 159, 160, 161, 162, 163, 164, 166, 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, 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148, 152, 153, 154, 159, 162, 166, 168, 175, 178, 181, 182, 183, 184, 185, 186, 189, 192, 194, 195, 197, 198, 201, 207, 208, 211, 212, 213, 214, 215, 217, 269, 302, 311, 315, 316, 318, 320, 322, 323, 325, 330, 352, 358, 374, 385, 387, 388, 391, 395, 397, 398, 399, 400, 401, 406, 408, 410, 411, 412, 413, 416, 427, 431, 434, 435, 436, 444], "either": [11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 31, 38, 44, 46, 47, 48, 49, 54, 59, 60, 63, 66, 67, 68, 81, 85, 91, 93, 96, 97, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 124, 125, 126, 127, 128, 140, 141, 144, 149, 150, 151, 152, 153, 154, 159, 160, 161, 166, 168, 173, 175, 177, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 196, 202, 203, 206, 207, 208, 211, 213, 214, 216, 311, 313, 317, 319, 320, 321, 322, 323, 325, 366, 382, 383, 387, 388, 391, 394, 397, 398, 399, 400, 402, 403, 407, 408, 410, 411, 412, 413, 426, 427], "tensor": [11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 31, 37, 46, 47, 48, 49, 54, 59, 60, 63, 66, 67, 68, 81, 83, 91, 93, 96, 97, 124, 125, 126, 127, 128, 140, 141, 144, 150, 152, 153, 154, 159, 160, 161, 177, 179, 180, 183, 184, 185, 186, 187, 188, 189, 190, 191, 196, 202, 203, 206, 207, 208, 211, 213, 214, 311, 313, 317, 319, 320, 321, 322, 323, 324, 325, 383, 387, 388, 391, 397, 398, 399, 400, 402, 403, 407, 410, 412, 413, 414, 426, 427], "usm_ndarrai": [11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 37, 40, 41, 42, 43, 44, 46, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 60, 63, 64, 66, 67, 68, 70, 80, 81, 82, 83, 84, 90, 91, 93, 94, 95, 96, 97, 121, 122, 123, 124, 125, 126, 127, 128, 136, 140, 141, 143, 144, 147, 149, 150, 152, 153, 154, 158, 159, 160, 161, 162, 163, 164, 166, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 194, 195, 196, 197, 199, 201, 202, 203, 205, 206, 207, 208, 211, 212, 213, 214, 215, 216, 217, 269, 311, 312, 313, 316, 317, 319, 320, 321, 322, 323, 324, 325, 326, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 417, 420, 423, 426, 427, 431, 432, 433, 434, 436], "keyword": [11, 12, 13, 15, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 63, 66, 67, 70, 71, 72, 81, 86, 93, 94, 96, 99, 124, 125, 126, 127, 128, 132, 139, 144, 150, 159, 184, 185, 186, 187, 194, 196, 202, 203, 204, 206, 209, 210, 311, 320, 321, 323, 381, 383, 387, 388, 393, 397, 398, 399, 400, 407, 412, 413, 418, 426, 427, 444], "current": [11, 12, 13, 15, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 63, 66, 67, 71, 72, 81, 85, 86, 93, 94, 96, 99, 124, 125, 126, 127, 128, 131, 139, 144, 145, 150, 159, 184, 185, 186, 187, 196, 202, 203, 204, 206, 209, 210, 311, 320, 321, 323, 381, 383, 387, 388, 393, 397, 398, 399, 400, 407, 412, 413, 418, 426, 427], "unsupport": [11, 12, 13, 15, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 63, 66, 67, 71, 72, 81, 93, 94, 96, 99, 101, 102, 103, 104, 105, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 124, 125, 126, 127, 128, 139, 144, 150, 159, 184, 185, 186, 187, 196, 202, 203, 204, 206, 209, 210, 311, 320, 321, 323, 381, 383, 387, 388, 393, 397, 398, 399, 400, 407, 412, 413, 418, 426, 427], "sequenti": [11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 31, 46, 47, 48, 49, 53, 54, 59, 60, 63, 65, 66, 67, 69, 71, 72, 79, 81, 86, 87, 88, 91, 92, 93, 94, 96, 97, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 124, 125, 126, 127, 128, 139, 140, 141, 144, 150, 151, 152, 153, 154, 159, 160, 161, 183, 184, 185, 186, 187, 188, 189, 190, 191, 196, 198, 202, 203, 204, 206, 209, 210, 214, 311, 313, 317, 319, 320, 321, 322, 325, 381, 383, 387, 388, 391, 393, 397, 398, 399, 400, 402, 403, 407, 410, 412, 413, 418, 426, 427], "input": [11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 46, 47, 48, 49, 53, 54, 56, 59, 60, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 74, 75, 78, 79, 80, 81, 82, 83, 86, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 111, 112, 113, 114, 115, 117, 121, 122, 123, 124, 125, 126, 127, 128, 130, 134, 135, 136, 139, 140, 141, 143, 144, 145, 147, 149, 150, 151, 152, 153, 154, 158, 159, 160, 161, 162, 164, 166, 167, 171, 173, 175, 176, 177, 178, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 269, 281, 311, 312, 313, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 329, 330, 352, 358, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 389, 390, 391, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 423, 426, 427, 429, 430, 431, 432, 435, 436], "exclud": [11, 12, 181, 330, 374], "note": [11, 12, 13, 14, 18, 19, 28, 29, 30, 31, 39, 62, 70, 73, 81, 83, 85, 95, 124, 130, 131, 132, 133, 134, 148, 152, 182, 192, 203, 206, 215, 216, 217, 274, 297, 312, 325, 328, 333, 335, 336, 346, 351, 381, 385, 401, 406, 407, 409, 410, 414, 415, 426, 431, 432], "shorthand": [11, 12, 13, 46, 47, 48, 49, 81, 91, 125, 140, 141, 150, 159, 160, 161, 188, 190, 194, 206, 311, 313, 320, 321, 383, 387, 407, 426, 434], "thi": [11, 12, 16, 17, 20, 28, 29, 31, 32, 34, 35, 36, 37, 38, 39, 40, 56, 58, 62, 73, 75, 76, 78, 80, 83, 84, 85, 119, 122, 123, 130, 131, 132, 133, 134, 135, 136, 137, 138, 143, 166, 168, 172, 173, 176, 181, 182, 192, 193, 194, 195, 201, 203, 205, 207, 208, 211, 213, 269, 274, 278, 291, 297, 300, 309, 312, 326, 328, 363, 365, 379, 382, 385, 390, 392, 405, 410, 411, 415, 430, 433, 434], "1j": [11, 12, 18, 59, 60, 83, 147, 178, 282, 295, 380, 403], "5620499351813308": [11, 12], "x1": [13, 15, 18, 25, 26, 40, 45, 46, 48, 49, 55, 63, 65, 71, 72, 73, 74, 77, 79, 81, 83, 86, 91, 99, 118, 125, 126, 127, 128, 139, 140, 141, 144, 151, 159, 160, 161, 165, 187, 188, 189, 190, 191, 194, 196, 198, 199, 202, 203, 204, 206, 209, 210, 269, 311, 313, 317, 318, 320, 321, 327, 328, 329, 367, 383, 387, 389, 407, 416, 418, 422, 425, 426, 429], "x2": [13, 14, 15, 18, 19, 25, 26, 32, 46, 48, 49, 63, 65, 81, 91, 125, 126, 127, 128, 140, 141, 144, 151, 159, 160, 161, 187, 188, 189, 190, 191, 194, 196, 199, 202, 203, 206, 311, 313, 317, 320, 321, 383, 387, 389, 402, 407, 426], "scalar": [13, 15, 26, 32, 34, 35, 36, 37, 38, 46, 48, 49, 52, 62, 63, 64, 70, 75, 78, 80, 81, 82, 83, 85, 91, 125, 126, 127, 128, 135, 136, 137, 140, 141, 144, 149, 155, 158, 159, 160, 161, 177, 181, 187, 188, 190, 191, 192, 194, 196, 199, 202, 203, 206, 278, 283, 313, 317, 321, 326, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 349, 352, 353, 355, 356, 358, 361, 364, 366, 370, 372, 373, 374, 375, 376, 377, 378, 383, 387, 394, 407, 414, 426, 430, 432, 434, 444], "both": [13, 15, 26, 44, 46, 48, 49, 56, 63, 70, 81, 82, 91, 125, 126, 127, 128, 140, 141, 144, 149, 158, 159, 160, 161, 173, 187, 188, 190, 191, 194, 196, 202, 203, 206, 216, 313, 317, 321, 383, 387, 407, 414, 426, 432, 434], "equival": [13, 14, 16, 17, 19, 28, 29, 30, 31, 44, 62, 70, 81, 82, 83, 84, 95, 179, 193, 206, 224, 264, 265, 297, 309, 312, 320, 329, 330, 358, 382, 385, 391, 396, 401, 407, 408, 414, 417, 426, 444], "term": [13, 81, 206, 407, 426], "broadcast": [13, 44, 50, 51, 56, 64, 81, 126, 127, 144, 173, 174, 188, 190, 191, 193, 194, 196, 197, 202, 206, 212, 215, 216, 217, 321, 325, 326, 382, 384, 406, 407, 408, 411, 415, 426, 431, 434], "b": [13, 15, 28, 29, 46, 49, 57, 58, 64, 70, 71, 72, 82, 83, 84, 85, 86, 91, 128, 130, 131, 140, 141, 143, 149, 158, 160, 161, 164, 172, 173, 174, 176, 177, 178, 179, 180, 188, 190, 194, 195, 201, 209, 210, 313, 317, 321, 331, 386, 392, 405, 414, 415, 418, 432, 433], "7": [13, 15, 20, 41, 54, 56, 64, 68, 70, 72, 75, 76, 80, 81, 83, 86, 93, 121, 124, 137, 139, 149, 151, 158, 173, 178, 198, 206, 210, 283, 312, 323, 324, 330, 354, 380, 383, 386, 388, 389, 407, 408, 409, 410, 414, 420, 423, 426, 427, 432, 434], "oper": [13, 46, 47, 48, 49, 81, 85, 91, 95, 125, 140, 141, 150, 159, 160, 161, 162, 188, 189, 190, 191, 194, 206, 311, 313, 320, 321, 325, 383, 387, 407, 415, 426, 437, 448], "axi": [14, 16, 17, 18, 19, 28, 29, 30, 44, 57, 58, 68, 70, 71, 72, 80, 83, 84, 86, 95, 100, 105, 106, 110, 111, 114, 121, 122, 123, 126, 127, 132, 137, 139, 143, 148, 173, 181, 192, 193, 194, 195, 196, 197, 198, 201, 202, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 264, 265, 266, 267, 268, 275, 285, 286, 287, 291, 292, 293, 296, 302, 303, 304, 306, 308, 309, 310, 318, 322, 324, 325, 326, 379, 382, 384, 385, 389, 390, 392, 401, 404, 405, 406, 408, 409, 410, 411, 414, 415, 417, 418, 431, 433, 444], "keepdim": [14, 16, 17, 19, 28, 29, 44, 68, 83, 173, 193, 195, 197, 198, 201, 207, 208, 211, 212, 213, 214, 215, 216, 217, 264, 265, 266, 267, 285, 286, 287, 292, 304, 306, 310, 322, 324, 326, 382, 406, 408, 411, 431], "fals": [14, 15, 16, 17, 18, 19, 28, 29, 32, 33, 36, 38, 40, 44, 46, 47, 49, 50, 51, 52, 62, 68, 69, 83, 85, 90, 91, 118, 132, 136, 137, 140, 141, 148, 150, 151, 152, 153, 154, 160, 161, 162, 163, 171, 173, 174, 178, 181, 188, 189, 190, 191, 192, 193, 195, 197, 198, 199, 201, 207, 208, 211, 212, 213, 214, 215, 216, 217, 264, 265, 266, 267, 269, 285, 286, 287, 292, 304, 306, 310, 312, 313, 316, 322, 324, 382, 385, 398, 406, 408, 430, 431, 434, 436], "whether": [14, 15, 19, 85, 162, 175, 181, 385], "given": [14, 19, 20, 28, 29, 31, 32, 34, 35, 36, 38, 40, 44, 57, 62, 68, 69, 71, 72, 80, 82, 83, 84, 85, 86, 89, 90, 118, 121, 126, 127, 135, 136, 137, 139, 144, 169, 181, 192, 195, 196, 199, 201, 202, 209, 210, 211, 213, 214, 215, 216, 217, 266, 267, 269, 275, 287, 292, 293, 298, 304, 306, 310, 312, 315, 316, 322, 324, 325, 330, 335, 357, 374, 382, 384, 388, 389, 390, 391, 392, 394, 406, 408, 414, 415, 418, 419, 431, 433, 435, 436, 444], "evalu": [14, 15, 19, 83, 87, 88, 91, 180, 199, 264, 265, 317, 414], "logic": [14, 19, 188, 190, 191, 437, 448], "AND": [14, 46, 47, 48, 49, 150, 188, 189, 190, 191], "reduct": [14, 19], "method": [14, 16, 17, 19, 30, 40, 62, 82, 83, 85, 120, 129, 131, 171, 174, 178, 269, 274, 297, 312, 330, 385, 396, 408, 417, 437], "Not": [14, 19, 152, 209, 211, 213, 214, 216, 322], "number": [14, 18, 19, 20, 31, 44, 45, 50, 51, 59, 60, 68, 78, 80, 83, 85, 95, 98, 119, 124, 125, 130, 131, 133, 134, 137, 145, 146, 152, 163, 169, 171, 175, 176, 178, 179, 180, 181, 192, 209, 211, 213, 214, 215, 216, 217, 289, 298, 300, 301, 312, 322, 323, 330, 332, 342, 366, 383, 384, 388, 389, 390, 391, 397, 398, 406, 409, 415, 417, 419, 427, 430, 431, 448], "becaus": [14, 19], "x3": [14, 19], "rtol": [15, 151], "1e": [15, 96, 151, 174, 184, 185, 187, 348], "05": [15, 151], "atol": [15, 151], "08": [15, 66, 151, 348, 399], "two": [15, 33, 41, 42, 46, 47, 48, 49, 61, 65, 70, 78, 80, 82, 83, 85, 87, 88, 95, 149, 150, 151, 158, 166, 172, 177, 188, 190, 191, 194, 195, 196, 201, 202, 205, 211, 213, 291, 307, 317, 330, 359, 409, 414, 421, 424, 432], "within": [15, 20, 33, 40, 83, 151, 269, 325, 330, 374], "toler": [15, 33, 151], "A": [15, 20, 32, 34, 35, 36, 37, 38, 39, 40, 50, 51, 53, 56, 57, 62, 63, 64, 75, 78, 83, 85, 89, 90, 94, 95, 98, 121, 122, 123, 129, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 162, 166, 167, 168, 171, 172, 175, 176, 181, 182, 192, 194, 200, 214, 216, 269, 274, 281, 300, 312, 314, 315, 316, 322, 330, 332, 349, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 379, 381, 384, 393, 398, 409, 414, 415, 417, 419, 430, 435, 436], "boolean": [15, 46, 48, 49, 64, 85, 148, 151, 152, 153, 154, 188, 189, 190, 191, 197, 212, 214, 215, 217, 312, 385, 398, 406, 410, 431], "dim": 15, "typeerror": [15, 44, 64, 68, 100, 106, 114], "rais": [15, 20, 30, 32, 34, 35, 36, 38, 50, 51, 55, 56, 62, 64, 68, 82, 83, 89, 90, 94, 98, 100, 106, 114, 130, 131, 132, 133, 134, 135, 136, 145, 170, 172, 182, 194, 195, 197, 201, 207, 208, 211, 212, 213, 215, 216, 217, 269, 270, 300, 315, 316, 321, 385, 401, 403, 404, 406, 408, 431, 435, 436], "integ": [15, 20, 31, 44, 46, 47, 48, 49, 51, 83, 85, 124, 125, 146, 150, 151, 159, 170, 173, 179, 193, 195, 197, 201, 211, 212, 213, 215, 216, 217, 302, 321, 325, 330, 358, 361, 366, 382, 383, 385, 387, 388, 391, 394, 403, 406, 408, 410, 414, 427, 431, 444], "1e10": [15, 151], "00001e10": [15, 151], "initi": [16, 17, 83, 89, 134, 195, 201, 211, 213, 214, 216, 285, 287, 292, 306, 322, 330, 408], "alia": [16, 17, 81, 119, 218, 330, 360, 363, 365, 392, 426, 433], "z": [18, 20, 32, 34, 35, 36, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 135, 136, 137, 145, 181, 182, 192, 199, 200, 314, 315, 316, 340, 419, 430, 435, 436], "deg": [18, 329], "point": [18, 20, 25, 34, 35, 44, 63, 85, 89, 90, 98, 119, 130, 131, 132, 134, 135, 136, 145, 170, 181, 182, 197, 212, 215, 217, 315, 316, 330, 359, 371, 381, 394, 406, 419, 431, 435, 436, 448], "option": [18, 20, 28, 29, 30, 32, 34, 35, 36, 37, 38, 40, 44, 52, 53, 56, 58, 62, 63, 64, 70, 75, 78, 80, 82, 83, 85, 89, 90, 94, 98, 121, 130, 131, 132, 133, 134, 135, 136, 137, 143, 145, 148, 162, 163, 166, 168, 171, 172, 173, 174, 175, 178, 179, 180, 181, 182, 192, 193, 194, 195, 197, 199, 200, 201, 207, 208, 211, 212, 213, 215, 216, 217, 269, 281, 309, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 379, 381, 382, 384, 385, 389, 390, 392, 393, 394, 401, 404, 405, 406, 408, 410, 417, 419, 420, 421, 422, 423, 424, 425, 430, 431, 433, 434, 435, 436], "counterclockwis": 18, "plane": 18, "determin": [18, 131, 132, 134, 157, 164, 175, 176, 188, 190, 191, 194], "promot": [18, 20, 32, 34, 35, 36, 38, 52, 137, 181, 192, 194, 386, 415], "rule": [18, 20, 32, 34, 35, 36, 38, 44, 52, 64, 70, 137, 181, 192, 193, 194, 197, 212, 215, 216, 217, 382, 386, 406, 408, 418, 431], "although": [18, 85, 415], "undefin": [18, 83, 291], "arc": [18, 25, 26], "tangent": [18, 21, 22, 23, 24, 25, 26, 27, 66, 67, 399, 400, 412, 413], "quadrant": [18, 25, 26], "correctli": [18, 25, 26, 173, 312], "trigonometr": [18, 21, 22, 23, 24, 25, 26, 27, 66, 67, 399, 400, 412, 413, 448], "invers": [18, 21, 22, 23, 24, 25, 26, 27, 47, 66, 67, 94, 95, 96, 106, 107, 108, 109, 110, 111, 112, 113, 150, 169, 174, 179, 180, 183, 185, 376, 399, 400, 412, 413], "0j": [18, 82, 83, 194, 282, 295, 397], "57079633": [18, 26, 329, 429], "78539816": [18, 25, 26, 429], "mai": [18, 40, 52, 56, 58, 64, 83, 85, 95, 143, 163, 166, 173, 175, 192, 194, 212, 215, 217, 269, 326, 392, 405, 415, 433, 444], "vari": [18, 132, 148, 163, 166, 173, 212, 215, 217], "90": [18, 74, 434], "45": [18, 26], "OR": [19, 46, 47, 48, 49, 150, 188, 189, 190, 191], "stop": [20, 137, 181, 192], "like": [20, 32, 34, 35, 36, 38, 40, 41, 42, 43, 57, 83, 84, 89, 98, 130, 131, 132, 133, 134, 135, 137, 145, 181, 182, 192, 269, 315, 330, 374, 385, 435, 448], "usm_typ": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 419, 430, 435, 436], "sycl_queu": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "evenli": [20, 137, 181, 192, 388, 391], "interv": [20, 95, 137, 181, 192, 330, 358, 360, 362, 363, 365, 373, 374, 409], "end": [20, 85, 137, 181, 192], "doe": [20, 52, 175], "some": [20, 85, 95, 97, 124, 149, 434, 444], "off": 20, "affect": 20, "length": [20, 44, 80, 83, 91, 134, 137, 143, 178, 192, 199, 300, 333, 385, 386, 392, 394, 396, 404, 414, 415, 433], "between": [20, 52, 80, 86, 119, 131, 134, 149, 167, 181, 192, 347, 361, 429], "specifi": [20, 30, 32, 34, 35, 36, 38, 44, 51, 52, 58, 62, 75, 78, 79, 83, 89, 90, 98, 121, 130, 131, 132, 133, 135, 136, 137, 145, 166, 168, 173, 179, 180, 181, 182, 192, 193, 197, 198, 200, 212, 214, 215, 216, 217, 268, 276, 314, 315, 316, 322, 330, 343, 353, 371, 379, 382, 389, 390, 405, 406, 408, 414, 417, 419, 430, 431, 435, 436], "must": [20, 28, 29, 44, 51, 53, 56, 57, 58, 63, 80, 82, 84, 94, 95, 97, 122, 131, 134, 143, 162, 172, 173, 179, 180, 182, 193, 194, 195, 197, 201, 205, 207, 208, 211, 212, 213, 215, 216, 217, 325, 326, 381, 382, 389, 392, 393, 394, 405, 406, 408, 409, 411, 414, 417, 431, 433], "desir": [20, 32, 34, 35, 36, 38, 39, 51, 89, 90, 98, 135, 136, 137, 145, 181, 192, 315, 316, 390, 415, 419, 435, 436], "repres": [20, 32, 34, 35, 36, 37, 38, 44, 83, 85, 129, 132, 137, 148, 176, 181, 192, 199, 217, 300, 330, 444], "consid": [20, 32, 34, 35, 36, 38, 88, 137, 152, 166, 168, 171, 181, 192, 194, 330, 358], "capabl": [20, 32, 34, 35, 36, 38, 44, 137, 181, 192, 194], "when": [20, 32, 34, 35, 36, 38, 39, 40, 44, 62, 64, 83, 85, 137, 173, 175, 181, 192, 194, 211, 213, 269, 390, 410, 414, 434], "string": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 85, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436, 444], "sycldevic": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "syclqueu": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "concept": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436, 444], "output": [20, 30, 32, 34, 35, 36, 37, 38, 53, 56, 62, 63, 75, 78, 80, 82, 85, 89, 90, 91, 94, 98, 130, 131, 132, 133, 134, 135, 136, 137, 140, 141, 145, 147, 148, 160, 161, 172, 181, 182, 192, 194, 197, 199, 200, 208, 212, 215, 216, 217, 260, 313, 314, 315, 316, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 349, 352, 353, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 380, 381, 384, 393, 401, 404, 406, 408, 415, 419, 430, 431, 435, 436, 448], "oneapi": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "filter": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "selector": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "non": [20, 28, 29, 32, 34, 35, 36, 37, 38, 44, 45, 62, 68, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 152, 181, 182, 192, 195, 200, 201, 207, 208, 211, 213, 215, 217, 290, 312, 314, 315, 316, 321, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 402, 414, 419, 430, 434, 435, 436], "object": [20, 32, 34, 35, 36, 37, 38, 39, 62, 75, 78, 83, 85, 89, 90, 95, 98, 119, 120, 129, 130, 131, 132, 133, 134, 135, 136, 137, 145, 146, 148, 163, 166, 173, 181, 182, 192, 200, 297, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 385, 419, 430, 435, 436, 444], "dpnp_arrai": [20, 32, 34, 35, 36, 38, 62, 75, 78, 89, 90, 98, 119, 129, 130, 131, 132, 133, 134, 135, 136, 137, 145, 146, 148, 181, 182, 192, 200, 218, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 420, 423, 430, 435, 436, 437], "properti": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 166, 168, 175, 181, 182, 192, 200, 219, 277, 279, 280, 282, 284, 288, 289, 295, 300, 301, 305, 309, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436, 444], "share": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 419, 430, 435, 436], "usm": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 404, 419, 430, 435, 436], "queue": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "notimplementederror": [20, 30, 32, 34, 35, 36, 38, 50, 51, 56, 62, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 145, 182, 194, 195, 197, 201, 211, 212, 213, 215, 216, 217, 269, 315, 316, 401, 406, 408, 431, 435, 436], "care": 20, "handl": [20, 85, 182, 312, 410, 448], "endpoint": [20, 137, 181, 192], "level_zero": [20, 32, 34, 35, 36, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 135, 136, 137, 145, 181, 182, 192, 200, 314, 315, 316, 419, 430, 435, 436], "opencl": [20, 32, 34, 35, 36, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 135, 136, 137, 145, 181, 182, 192, 200, 314, 315, 316, 419, 430, 435, 436], "cosin": [21, 22, 23, 24, 25, 26, 27, 66, 67, 399, 400, 412, 413], "sine": [21, 22, 23, 24, 25, 26, 27, 66, 67, 399, 400, 412, 413], "hyperbol": [21, 22, 23, 24, 25, 26, 27, 66, 67, 399, 400, 412, 413, 448], "14159265": [21, 26], "65745445": 22, "99322285": 22, "5707963267948966": 23, "72538256": 24, "99822295": 24, "180": 26, "135": 26, "54930614": 27, "search": [28, 29, 207, 208, 437, 448], "index": [28, 29, 30, 55, 83, 85, 98, 148, 199, 207, 208, 270, 305, 312, 325, 326, 379, 385, 394, 410, 411, 434, 437, 448], "should": [28, 29, 40, 82, 83, 131, 138, 151, 170, 193, 194, 195, 201, 205, 207, 208, 211, 213, 269, 299, 347, 382, 385, 394, 414, 444], "reduc": [28, 29, 44, 175, 178, 193, 195, 197, 199, 201, 207, 208, 211, 212, 213, 215, 216, 217, 382, 406, 408, 431], "ax": [28, 29, 44, 80, 82, 83, 95, 101, 103, 104, 107, 108, 109, 112, 113, 115, 117, 121, 149, 173, 177, 179, 180, 193, 194, 195, 197, 201, 205, 207, 208, 211, 212, 213, 215, 216, 217, 300, 307, 309, 382, 389, 390, 404, 406, 408, 409, 414, 415, 417, 431], "dimens": [28, 29, 32, 41, 42, 43, 44, 57, 58, 64, 69, 70, 76, 80, 83, 85, 95, 122, 123, 143, 148, 149, 171, 173, 175, 193, 195, 197, 199, 200, 201, 205, 207, 208, 211, 212, 213, 215, 216, 217, 281, 289, 300, 312, 314, 326, 330, 360, 362, 363, 365, 382, 385, 396, 404, 405, 406, 408, 409, 411, 415, 421, 422, 424, 425, 431, 444, 448], "singleton": [28, 29, 44, 95, 193, 195, 197, 201, 207, 208, 211, 212, 213, 215, 216, 217, 382, 404, 406, 408, 431], "accordingli": [28, 29, 195, 201, 207, 208, 211, 213], "first": [28, 29, 30, 44, 57, 58, 63, 70, 82, 85, 94, 121, 149, 156, 157, 158, 172, 179, 182, 194, 195, 199, 201, 207, 208, 321, 379, 385, 389, 392, 394, 401, 403, 409, 411, 414, 432, 433], "occurr": [28, 29, 45, 207, 208], "igonr": [28, 29, 207, 208], "convert": [28, 29, 32, 34, 35, 36, 37, 38, 39, 41, 42, 43, 62, 73, 74, 75, 78, 85, 95, 135, 136, 137, 181, 192, 328, 329, 429, 430], "flat": [28, 29, 83, 120, 281, 384], "tupl": [28, 29, 32, 34, 35, 36, 38, 44, 51, 62, 75, 76, 78, 83, 85, 95, 121, 132, 135, 136, 137, 148, 158, 173, 175, 180, 181, 192, 193, 194, 195, 197, 199, 200, 201, 211, 212, 213, 215, 216, 217, 300, 309, 312, 314, 382, 385, 389, 396, 404, 406, 408, 415, 417, 421, 424, 430, 431, 444], "appli": [28, 29, 30, 44, 52, 188, 190, 191, 386, 414], "index_arrai": [28, 29, 30], "call": [28, 29, 30, 36, 38, 85, 132, 172, 224, 312, 404, 415], "multipl": [28, 29, 30, 44, 58, 70, 85, 143, 166, 167, 168, 169, 172, 193, 195, 197, 201, 211, 212, 213, 215, 216, 217, 382, 392, 401, 405, 406, 408, 431, 433, 437], "12": [28, 29, 43, 70, 76, 85, 147, 192, 322, 324, 354, 394, 420, 423, 434], "13": [28, 29, 47, 76, 82, 85, 150, 194, 210, 394], "14": [28, 29, 46, 47, 76, 82, 149, 150, 394, 414], "15": [28, 29, 72, 76, 174, 184, 354, 394], "24": [28, 29, 70, 71, 86, 149, 158, 179, 322, 414], "re": [28, 29, 45, 142, 389, 428], "set": [28, 29, 32, 40, 55, 76, 78, 83, 85, 89, 135, 145, 148, 171, 173, 174, 181, 259, 269, 270, 280, 315, 316, 397, 398, 435, 436, 444], "kind": [30, 40, 52, 58, 64, 83, 85, 119, 143, 172, 194, 268, 269, 291, 302, 318, 392, 401, 405, 433, 448], "would": [30, 58, 83, 85, 132, 148, 172, 194, 291, 330, 401, 405, 411, 417], "last": [30, 70, 80, 121, 137, 149, 172, 181, 192, 194, 379, 385, 389, 394, 401, 404, 414], "stabl": [30, 401], "unlik": [30, 83, 297, 401], "other": [30, 40, 50, 51, 80, 83, 85, 124, 132, 145, 172, 205, 221, 222, 225, 227, 228, 230, 231, 232, 233, 234, 235, 236, 239, 240, 241, 242, 243, 244, 245, 247, 248, 249, 250, 251, 254, 256, 258, 261, 262, 263, 269, 323, 330, 374, 390, 401, 437, 448], "accept": [30, 330, 401], "yield": [30, 312, 330, 434, 444], "gener": [30, 44, 85, 137, 166, 167, 168, 174, 175, 182, 192, 330, 332, 335, 366, 430, 444, 448], "irrespect": 30, "axiserror": [30, 401], "indirect": [30, 401], "partial": [30, 401], "ind": [30, 179, 421, 424], "decim": [31, 83, 119, 298, 388, 391], "detail": [31, 129, 391, 421, 422, 424, 425, 444], "nearest": [31, 124, 125, 383, 388, 391, 427], "truncat": [31, 54, 124, 368, 388, 391, 427], "ndmin": 32, "array_lik": [32, 34, 35, 36, 37, 38, 39, 44, 62, 64, 75, 78, 135, 136, 137, 167, 181, 192, 326, 330, 396, 414, 422, 425, 430], "form": [32, 34, 35, 36, 37, 38, 57, 62, 75, 78, 83, 84, 135, 136, 137, 181, 192, 309, 392, 430, 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[[244, "dpnp-ndarray-ixor"]], "dpnp.ndarray.__le__": [[245, "dpnp-ndarray-le"]], "dpnp.ndarray.__len__": [[246, "dpnp-ndarray-len"]], "dpnp.ndarray.__lshift__": [[247, "dpnp-ndarray-lshift"]], "dpnp.ndarray.__lt__": [[248, "dpnp-ndarray-lt"]], "dpnp.ndarray.__mod__": [[249, "dpnp-ndarray-mod"]], "dpnp.ndarray.__mul__": [[250, "dpnp-ndarray-mul"]], "dpnp.ndarray.__ne__": [[251, "dpnp-ndarray-ne"]], "dpnp.ndarray.__neg__": [[252, "dpnp-ndarray-neg"]], "dpnp.ndarray.__new__": [[253, "dpnp-ndarray-new"]], "dpnp.ndarray.__or__": [[254, "dpnp-ndarray-or"]], "dpnp.ndarray.__pos__": [[255, "dpnp-ndarray-pos"]], "dpnp.ndarray.__pow__": [[256, "dpnp-ndarray-pow"]], "dpnp.ndarray.__repr__": [[257, "dpnp-ndarray-repr"]], "dpnp.ndarray.__rshift__": [[258, "dpnp-ndarray-rshift"]], "dpnp.ndarray.__setitem__": [[259, "dpnp-ndarray-setitem"]], "dpnp.ndarray.__str__": [[260, "dpnp-ndarray-str"]], "dpnp.ndarray.__sub__": [[261, "dpnp-ndarray-sub"]], "dpnp.ndarray.__truediv__": [[262, 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"dpnp.ndarray.flatten": [[281, "dpnp-ndarray-flatten"]], "dpnp.ndarray.imag": [[282, "dpnp-ndarray-imag"]], "dpnp.ndarray.item": [[283, "dpnp-ndarray-item"]], "dpnp.ndarray.itemsize": [[284, "dpnp-ndarray-itemsize"]], "dpnp.ndarray.max": [[285, "dpnp-ndarray-max"]], "dpnp.ndarray.mean": [[286, "dpnp-ndarray-mean"]], "dpnp.ndarray.min": [[287, "dpnp-ndarray-min"]], "dpnp.ndarray.nbytes": [[288, "dpnp-ndarray-nbytes"]], "dpnp.ndarray.ndim": [[289, "dpnp-ndarray-ndim"]], "dpnp.ndarray.nonzero": [[290, "dpnp-ndarray-nonzero"]], "dpnp.ndarray.partition": [[291, "dpnp-ndarray-partition"]], "dpnp.ndarray.prod": [[292, "dpnp-ndarray-prod"]], "dpnp.ndarray.put": [[293, "dpnp-ndarray-put"]], "dpnp.ndarray.ravel": [[294, "dpnp-ndarray-ravel"]], "dpnp.ndarray.real": [[295, "dpnp-ndarray-real"]], "dpnp.ndarray.repeat": [[296, "dpnp-ndarray-repeat"]], "dpnp.ndarray.reshape": [[297, "dpnp-ndarray-reshape"]], "dpnp.ndarray.round": [[298, "dpnp-ndarray-round"]], "dpnp.ndarray.searchsorted": [[299, "dpnp-ndarray-searchsorted"]], "dpnp.ndarray.shape": [[300, "dpnp-ndarray-shape"]], "dpnp.ndarray.size": [[301, "dpnp-ndarray-size"]], "dpnp.ndarray.sort": [[302, "dpnp-ndarray-sort"]], "dpnp.ndarray.squeeze": [[303, "dpnp-ndarray-squeeze"]], "dpnp.ndarray.std": [[304, "dpnp-ndarray-std"]], "dpnp.ndarray.strides": [[305, "dpnp-ndarray-strides"]], "dpnp.ndarray.sum": [[306, "dpnp-ndarray-sum"]], "dpnp.ndarray.swapaxes": [[307, "dpnp-ndarray-swapaxes"]], "dpnp.ndarray.take": [[308, "dpnp-ndarray-take"]], "dpnp.ndarray.transpose": [[309, "dpnp-ndarray-transpose"]], "dpnp.ndarray.var": [[310, "dpnp-ndarray-var"]], "dpnp.negative": [[311, "dpnp-negative"]], "dpnp.nonzero": [[312, "dpnp-nonzero"]], "dpnp.not_equal": [[313, "dpnp-not-equal"]], "dpnp.ogrid": [[314, "dpnp-ogrid"]], "dpnp.ones": [[315, "dpnp-ones"]], "dpnp.ones_like": [[316, "dpnp-ones-like"]], "dpnp.outer": [[317, "dpnp-outer"]], "dpnp.partition": [[318, "dpnp-partition"]], "dpnp.place": [[319, "dpnp-place"]], "dpnp.positive": [[320, "dpnp-positive"]], "dpnp.power": [[321, "dpnp-power"]], "dpnp.prod": [[322, "dpnp-prod"]], "dpnp.proj": [[323, "dpnp-proj"]], "dpnp.ptp": [[324, "dpnp-ptp"]], "dpnp.put": [[325, "dpnp-put"]], "dpnp.put_along_axis": [[326, "dpnp-put-along-axis"]], "dpnp.putmask": [[327, "dpnp-putmask"]], "dpnp.rad2deg": [[328, "dpnp-rad2deg"]], "dpnp.radians": [[329, "dpnp-radians"]], "dpnp.random.RandomState": [[330, "dpnp-random-randomstate"]], "dpnp.random.beta": [[331, "dpnp-random-beta"]], "dpnp.random.binomial": [[332, "dpnp-random-binomial"]], "dpnp.random.bytes": [[333, "dpnp-random-bytes"]], "dpnp.random.chisquare": [[334, "dpnp-random-chisquare"]], "dpnp.random.choice": [[335, "dpnp-random-choice"]], "dpnp.random.dirichlet": [[336, "dpnp-random-dirichlet"]], "dpnp.random.exponential": [[337, "dpnp-random-exponential"]], "dpnp.random.f": [[338, "dpnp-random-f"]], "dpnp.random.gamma": [[339, "dpnp-random-gamma"]], "dpnp.random.geometric": [[340, "dpnp-random-geometric"]], "dpnp.random.gumbel": [[341, "dpnp-random-gumbel"]], "dpnp.random.hypergeometric": [[342, "dpnp-random-hypergeometric"]], "dpnp.random.laplace": [[343, "dpnp-random-laplace"]], "dpnp.random.logistic": [[344, "dpnp-random-logistic"]], "dpnp.random.lognormal": [[345, "dpnp-random-lognormal"]], "dpnp.random.logseries": [[346, "dpnp-random-logseries"]], "dpnp.random.multinomial": [[347, "dpnp-random-multinomial"]], "dpnp.random.multivariate_normal": [[348, "dpnp-random-multivariate-normal"]], "dpnp.random.negative_binomial": [[349, "dpnp-random-negative-binomial"]], "dpnp.random.noncentral_chisquare": [[350, "dpnp-random-noncentral-chisquare"]], "dpnp.random.noncentral_f": [[351, "dpnp-random-noncentral-f"]], "dpnp.random.normal": [[352, "dpnp-random-normal"]], "dpnp.random.pareto": [[353, "dpnp-random-pareto"]], "dpnp.random.permutation": [[354, "dpnp-random-permutation"]], "dpnp.random.poisson": [[355, "dpnp-random-poisson"]], "dpnp.random.power": [[356, "dpnp-random-power"]], "dpnp.random.rand": [[357, "dpnp-random-rand"]], "dpnp.random.randint": [[358, "dpnp-random-randint"]], "dpnp.random.randn": [[359, "dpnp-random-randn"]], "dpnp.random.random": [[360, "dpnp-random-random"]], "dpnp.random.random_integers": [[361, "dpnp-random-random-integers"]], "dpnp.random.random_sample": [[362, "dpnp-random-random-sample"]], "dpnp.random.ranf": [[363, "dpnp-random-ranf"]], "dpnp.random.rayleigh": [[364, "dpnp-random-rayleigh"]], "dpnp.random.sample": [[365, "dpnp-random-sample"]], "dpnp.random.seed": [[366, "dpnp-random-seed"]], "dpnp.random.shuffle": [[367, "dpnp-random-shuffle"]], "dpnp.random.standard_cauchy": [[368, "dpnp-random-standard-cauchy"]], "dpnp.random.standard_exponential": [[369, "dpnp-random-standard-exponential"]], "dpnp.random.standard_gamma": [[370, "dpnp-random-standard-gamma"]], "dpnp.random.standard_normal": [[371, "dpnp-random-standard-normal"]], "dpnp.random.standard_t": [[372, "dpnp-random-standard-t"]], "dpnp.random.triangular": [[373, 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"dpnp-select"]], "dpnp.shape": [[396, "dpnp-shape"]], "dpnp.sign": [[397, "dpnp-sign"]], "dpnp.signbit": [[398, "dpnp-signbit"]], "dpnp.sin": [[399, "dpnp-sin"]], "dpnp.sinh": [[400, "dpnp-sinh"]], "dpnp.sort": [[401, "dpnp-sort"]], "dpnp.sqrt": [[402, "dpnp-sqrt"]], "dpnp.square": [[403, "dpnp-square"]], "dpnp.squeeze": [[404, "dpnp-squeeze"]], "dpnp.stack": [[405, "dpnp-stack"]], "dpnp.std": [[406, "dpnp-std"]], "dpnp.subtract": [[407, "dpnp-subtract"]], "dpnp.sum": [[408, "dpnp-sum"]], "dpnp.swapaxes": [[409, "dpnp-swapaxes"]], "dpnp.take": [[410, "dpnp-take"]], "dpnp.take_along_axis": [[411, "dpnp-take-along-axis"]], "dpnp.tan": [[412, "dpnp-tan"]], "dpnp.tanh": [[413, "dpnp-tanh"]], "dpnp.tensordot": [[414, "dpnp-tensordot"]], "dpnp.tile": [[415, "dpnp-tile"]], "dpnp.trace": [[416, "dpnp-trace"]], "dpnp.transpose": [[417, "dpnp-transpose"]], "dpnp.trapz": [[418, "dpnp-trapz"]], "dpnp.tri": [[419, "dpnp-tri"]], "dpnp.tril": [[420, "dpnp-tril"]], "dpnp.tril_indices": [[421, "dpnp-tril-indices"]], "dpnp.tril_indices_from": [[422, "dpnp-tril-indices-from"]], "dpnp.triu": [[423, "dpnp-triu"]], "dpnp.triu_indices": [[424, "dpnp-triu-indices"]], "dpnp.triu_indices_from": [[425, "dpnp-triu-indices-from"]], "dpnp.true_divide": [[426, "dpnp-true-divide"]], "dpnp.trunc": [[427, "dpnp-trunc"]], "dpnp.unique": [[428, "dpnp-unique"]], "dpnp.unwrap": [[429, "dpnp-unwrap"]], "dpnp.vander": [[430, "dpnp-vander"]], "dpnp.var": [[431, "dpnp-var"]], "dpnp.vdot": [[432, "dpnp-vdot"]], "dpnp.vstack": [[433, "dpnp-vstack"]], "dpnp.where": [[434, "dpnp-where"]], "dpnp.zeros": [[435, "dpnp-zeros"]], "dpnp.zeros_like": [[436, "dpnp-zeros-like"]], "API Reference": [[437, "api-reference"]], "Array Indexing Routines": [[438, "array-indexing-routines"]], "Generating index arrays": [[438, "generating-index-arrays"]], "Indexing-like operations": [[438, "indexing-like-operations"]], "Inserting data into arrays": [[438, "inserting-data-into-arrays"]], "Iterating over arrays": [[438, "iterating-over-arrays"]], "Matrix and vector products": [[439, "matrix-and-vector-products"]], "Decompositions": [[439, "decompositions"]], "Matrix eigenvalues": [[439, "matrix-eigenvalues"]], "Norms and other numbers": [[439, "norms-and-other-numbers"]], "Solving linear equations": [[439, "solving-linear-equations"]], "Logic Functions": [[440, "logic-functions"]], "Truth value testing": [[440, "truth-value-testing"]], "Infinities and NaNs": [[440, "infinities-and-nans"]], "Array type testing": [[440, "array-type-testing"]], "Logic operations": [[440, "logic-operations"]], "Comparison": [[440, "comparison"]], "Array Manipulation Routines": [[441, "array-manipulation-routines"]], "Basic operations": [[441, "basic-operations"]], "Changing array shape": [[441, "changing-array-shape"]], "Transpose-like operations": [[441, "transpose-like-operations"]], "Changing number of dimensions": [[441, "changing-number-of-dimensions"]], "Changing kind of array": [[441, "changing-kind-of-array"]], "Joining arrays": [[441, "joining-arrays"]], "Splitting arrays": [[441, "splitting-arrays"]], "Tiling arrays": [[441, "tiling-arrays"]], "Adding and removing elements": [[441, "adding-and-removing-elements"]], "Rearranging elements": [[441, "rearranging-elements"]], "Mathematical Functions": [[442, "mathematical-functions"]], "Trigonometric functions": [[442, "trigonometric-functions"], [452, "trigonometric-functions"]], "Hyperbolic functions": [[442, "hyperbolic-functions"]], "Rounding": [[442, "rounding"]], "Sums, products, differences": [[442, "sums-products-differences"]], "Exponents and logarithms": [[442, "exponents-and-logarithms"]], "Other special functions": [[442, "other-special-functions"]], "Floating point routines": [[442, "floating-point-routines"]], "Rational routines": [[442, "rational-routines"]], "Arithmetic operations": [[442, "arithmetic-operations"]], "Handling complex numbers": [[442, "handling-complex-numbers"]], "Extrema Finding": [[442, "extrema-finding"]], "Miscellaneous routines": [[443, "miscellaneous-routines"]], "Utility": [[443, "utility"]], "Multi-Dimensional Array (ndarray)": [[444, "multi-dimensional-array-ndarray"]], "Constructing arrays": [[444, "constructing-arrays"]], "Indexing arrays": [[444, "indexing-arrays"]], "Array attributes": [[444, "array-attributes"]], "Memory layout": [[444, "memory-layout"]], "Data type": [[444, "data-type"]], "Other attributes": [[444, "other-attributes"]], "Array methods": [[444, "array-methods"]], "Array conversion": [[444, "array-conversion"]], "Shape manipulation": [[444, "shape-manipulation"]], "Item selection and manipulation": [[444, "item-selection-and-manipulation"]], "Calculation": [[444, "calculation"]], "Arithmetic, matrix multiplication, and comparison operations": [[444, "arithmetic-matrix-multiplication-and-comparison-operations"]], "Special methods": [[444, "special-methods"]], "Padding": [[445, "padding"]], "Polynomials": [[446, "polynomials"]], "Polynomial Package": [[446, "polynomial-package"]], "Polynomial Module": [[446, "polynomial-module"]], "Polyutils": [[446, "polyutils"]], "Poly1d": [[446, "poly1d"]], "Basics": [[446, "basics"]], "Arithmetic": [[446, "arithmetic"]], "Random Sampling (dpnp.random)": [[447, "random-sampling-dpnp-random"]], "Simple random data": [[447, "simple-random-data"]], "Permutations": [[447, "permutations"]], "Distributions": [[447, "distributions"]], "Random generator": [[447, "random-generator"]], "Routines": [[448, "routines"]], "Sorting, Searching, and Counting": [[449, "sorting-searching-and-counting"]], "Sorting": [[449, "sorting"]], "Searching": [[449, "searching"]], "Counting": [[449, "counting"]], "Special Functions": [[450, "special-functions"]], "Error Function": [[450, "error-function"]], "Statistical Functions": [[451, "statistical-functions"]], "Order statistics": [[451, "order-statistics"]], "Averages and variances": [[451, "averages-and-variances"]], "Histograms": [[451, "histograms"]], "Correlations": [[451, "correlations"]], "Universal Functions (ufunc)": [[452, "universal-functions-ufunc"]], "Available ufuncs": [[452, "available-ufuncs"]], "Math operations": [[452, "math-operations"]], "Bit-twiddling functions": [[452, "bit-twiddling-functions"]], "Comparison functions": [[452, "comparison-functions"]], "Floating functions": [[452, "floating-functions"]]}, "indexentries": {"dpnp": [[2, "module-dpnp"], [3, "module-dpnp"]], "module": [[2, "module-dpnp"], [3, "module-dpnp"], [10, "module-dpnp.fft"], [447, "module-dpnp.random"]], "dpnp.fft": [[10, "module-dpnp.fft"]], "abs() (in module dpnp)": [[11, "dpnp.abs"]], "absolute() (in module dpnp)": [[12, "dpnp.absolute"]], "add() (in module dpnp)": [[13, "dpnp.add"]], "all() (in module dpnp)": [[14, "dpnp.all"]], "allclose() (in module dpnp)": [[15, "dpnp.allclose"]], "amax() (in module dpnp)": [[16, "dpnp.amax"]], "amin() (in module dpnp)": [[17, "dpnp.amin"]], "angle() (in module dpnp)": [[18, "dpnp.angle"]], "any() (in module dpnp)": [[19, "dpnp.any"]], "arange() (in module dpnp)": [[20, "dpnp.arange"]], "arccos() (in module dpnp)": [[21, "dpnp.arccos"]], "arccosh() (in module dpnp)": [[22, "dpnp.arccosh"]], "arcsin() (in module dpnp)": [[23, "dpnp.arcsin"]], "arcsinh() (in module dpnp)": [[24, "dpnp.arcsinh"]], "arctan() (in module dpnp)": [[25, "dpnp.arctan"]], "arctan2() (in module dpnp)": [[26, "dpnp.arctan2"]], "arctanh() (in module dpnp)": [[27, "dpnp.arctanh"]], "argmax() (in module dpnp)": [[28, "dpnp.argmax"]], "argmin() (in module dpnp)": [[29, "dpnp.argmin"]], "argsort() (in module dpnp)": [[30, "dpnp.argsort"]], "around() (in module dpnp)": [[31, "dpnp.around"]], "array() (in module dpnp)": [[32, "dpnp.array"]], "array_equal() (in module dpnp)": [[33, "dpnp.array_equal"]], "asanyarray() (in module dpnp)": [[34, "dpnp.asanyarray"]], "asarray() (in module dpnp)": [[35, "dpnp.asarray"]], "ascontiguousarray() (in module dpnp)": [[36, "dpnp.ascontiguousarray"]], "asfarray() (in module dpnp)": [[37, "dpnp.asfarray"]], "asfortranarray() (in module dpnp)": [[38, "dpnp.asfortranarray"]], "asnumpy() (in module dpnp)": [[39, "dpnp.asnumpy"]], "astype() (in module dpnp)": [[40, "dpnp.astype"]], "atleast_1d() (in module dpnp)": [[41, "dpnp.atleast_1d"]], "atleast_2d() (in module dpnp)": [[42, "dpnp.atleast_2d"]], "atleast_3d() (in module dpnp)": [[43, "dpnp.atleast_3d"]], "average() (in module dpnp)": [[44, "dpnp.average"]], "bincount() (in module dpnp)": [[45, "dpnp.bincount"]], "bitwise_and() (in module dpnp)": [[46, "dpnp.bitwise_and"]], "bitwise_not() (in module dpnp)": [[47, "dpnp.bitwise_not"]], "bitwise_or() (in module dpnp)": [[48, "dpnp.bitwise_or"]], "bitwise_xor() (in module dpnp)": [[49, "dpnp.bitwise_xor"]], "broadcast_arrays() (in module dpnp)": [[50, "dpnp.broadcast_arrays"]], "broadcast_to() (in module dpnp)": [[51, "dpnp.broadcast_to"]], "can_cast() (in module dpnp)": [[52, "dpnp.can_cast"]], "cbrt() (in module dpnp)": [[53, "dpnp.cbrt"]], "ceil() (in module dpnp)": [[54, "dpnp.ceil"]], "choose() (in module dpnp)": [[55, "dpnp.choose"]], "clip() (in module dpnp)": [[56, "dpnp.clip"]], "column_stack() (in module dpnp)": [[57, "dpnp.column_stack"]], "concatenate() (in module dpnp)": [[58, "dpnp.concatenate"]], "conj() (in module dpnp)": [[59, "dpnp.conj"]], "conjugate() (in module dpnp)": [[60, "dpnp.conjugate"]], "convolve() (in module dpnp)": [[61, "dpnp.convolve"]], "copy() (in module dpnp)": [[62, "dpnp.copy"]], "copysign() (in module dpnp)": [[63, "dpnp.copysign"]], "copyto() (in module dpnp)": [[64, "dpnp.copyto"]], "correlate() (in module dpnp)": [[65, "dpnp.correlate"]], "cos() (in module dpnp)": [[66, "dpnp.cos"]], "cosh() (in module dpnp)": [[67, "dpnp.cosh"]], "count_nonzero() (in module dpnp)": [[68, "dpnp.count_nonzero"]], "cov() (in module dpnp)": [[69, "dpnp.cov"]], "cross() (in module dpnp)": [[70, "dpnp.cross"]], "cumprod() (in module dpnp)": [[71, "dpnp.cumprod"]], "cumsum() (in module dpnp)": [[72, "dpnp.cumsum"]], "deg2rad() (in module dpnp)": [[73, "dpnp.deg2rad"]], "degrees() (in module dpnp)": [[74, "dpnp.degrees"]], "diag() (in module dpnp)": [[75, "dpnp.diag"]], "diag_indices() (in module dpnp)": [[76, "dpnp.diag_indices"]], "diag_indices_from() (in module dpnp)": [[77, "dpnp.diag_indices_from"]], "diagflat() (in module dpnp)": [[78, "dpnp.diagflat"]], "diagonal() (in module dpnp)": [[79, "dpnp.diagonal"]], "diff() (in module dpnp)": [[80, "dpnp.diff"]], "divide() (in module dpnp)": [[81, "dpnp.divide"]], "dot() (in module dpnp)": [[82, "dpnp.dot"]], "t (dpnp.dpnp_array.dpnp_array attribute)": [[83, "dpnp.dpnp_array.dpnp_array.T"]], "__eq__() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.__eq__"]], "__ge__() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.__ge__"]], "__getitem__() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.__getitem__"]], "__gt__() (dpnp.dpnp_array.dpnp_array method)": [[83, 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module dpnp)": [[87, "dpnp.einsum"]], "einsum_path() (in module dpnp)": [[88, "dpnp.einsum_path"]], "empty() (in module dpnp)": [[89, "dpnp.empty"]], "empty_like() (in module dpnp)": [[90, "dpnp.empty_like"]], "equal() (in module dpnp)": [[91, "dpnp.equal"]], "erf() (in module dpnp)": [[92, "dpnp.erf"]], "exp() (in module dpnp)": [[93, "dpnp.exp"]], "exp2() (in module dpnp)": [[94, "dpnp.exp2"]], "expand_dims() (in module dpnp)": [[95, "dpnp.expand_dims"]], "expm1() (in module dpnp)": [[96, "dpnp.expm1"]], "extract() (in module dpnp)": [[97, "dpnp.extract"]], "eye() (in module dpnp)": [[98, "dpnp.eye"]], "fabs() (in module dpnp)": [[99, "dpnp.fabs"]], "fft() (in module dpnp.fft)": [[100, "dpnp.fft.fft"]], "fft2() (in module dpnp.fft)": [[101, "dpnp.fft.fft2"]], "fftfreq() (in module dpnp.fft)": [[102, "dpnp.fft.fftfreq"]], "fftn() (in module dpnp.fft)": [[103, "dpnp.fft.fftn"]], "fftshift() (in module dpnp.fft)": [[104, "dpnp.fft.fftshift"]], "hfft() (in module dpnp.fft)": [[105, 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"__getitem__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__getitem__"]], "__gt__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__gt__"]], "__iter__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__iter__"]], "__le__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__le__"]], "__lt__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__lt__"]], "__ne__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__ne__"]], "__next__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__next__"]], "__setitem__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__setitem__"]], "flatiter (class in dpnp)": [[120, "dpnp.flatiter"]], "flip() (in module dpnp)": [[121, "dpnp.flip"]], "fliplr() (in module dpnp)": [[122, "dpnp.fliplr"]], "flipud() (in module dpnp)": [[123, "dpnp.flipud"]], "floor() (in module dpnp)": [[124, "dpnp.floor"]], "floor_divide() (in module dpnp)": [[125, "dpnp.floor_divide"]], "fmax() (in module dpnp)": [[126, "dpnp.fmax"]], "fmin() (in module dpnp)": [[127, "dpnp.fmin"]], "fmod() (in module dpnp)": [[128, "dpnp.fmod"]], "from_dlpack() (in module dpnp)": [[129, "dpnp.from_dlpack"]], "frombuffer() (in module dpnp)": [[130, "dpnp.frombuffer"]], "fromfile() (in module dpnp)": [[131, "dpnp.fromfile"]], "fromfunction() (in module dpnp)": [[132, "dpnp.fromfunction"]], "fromiter() (in module dpnp)": [[133, "dpnp.fromiter"]], "fromstring() (in module dpnp)": [[134, "dpnp.fromstring"]], "full() (in module dpnp)": [[135, "dpnp.full"]], "full_like() (in module dpnp)": [[136, "dpnp.full_like"]], "geomspace() (in module dpnp)": [[137, "dpnp.geomspace"]], "get_include() (in module dpnp)": [[138, "dpnp.get_include"]], "gradient() (in module dpnp)": [[139, "dpnp.gradient"]], "greater() (in module dpnp)": [[140, "dpnp.greater"]], "greater_equal() (in module dpnp)": [[141, "dpnp.greater_equal"]], "histogram() (in module dpnp)": [[142, "dpnp.histogram"]], "hstack() (in module dpnp)": [[143, "dpnp.hstack"]], "hypot() (in module dpnp)": [[144, "dpnp.hypot"]], "identity() (in module dpnp)": [[145, "dpnp.identity"]], "iinfo() (in module dpnp)": [[146, "dpnp.iinfo"]], "imag() (in module dpnp)": [[147, "dpnp.imag"]], "indices() (in module dpnp)": [[148, "dpnp.indices"]], "inner() (in module dpnp)": [[149, "dpnp.inner"]], "invert() (in module dpnp)": [[150, "dpnp.invert"]], "isclose() (in module dpnp)": [[151, "dpnp.isclose"]], "isfinite() (in module dpnp)": [[152, "dpnp.isfinite"]], "isinf() (in module dpnp)": [[153, "dpnp.isinf"]], "isnan() (in module dpnp)": [[154, "dpnp.isnan"]], "isscalar() (in module dpnp)": [[155, "dpnp.isscalar"]], "issubdtype() (in module dpnp)": [[156, "dpnp.issubdtype"]], "issubsctype() (in module dpnp)": [[157, "dpnp.issubsctype"]], "kron() (in module dpnp)": [[158, "dpnp.kron"]], "left_shift() (in module dpnp)": [[159, "dpnp.left_shift"]], "less() (in module dpnp)": [[160, "dpnp.less"]], "less_equal() (in module dpnp)": [[161, "dpnp.less_equal"]], "cholesky() (in module dpnp.linalg)": [[162, "dpnp.linalg.cholesky"]], "cond() (in module dpnp.linalg)": [[163, "dpnp.linalg.cond"]], "det() (in module dpnp.linalg)": [[164, "dpnp.linalg.det"]], "eig() (in module dpnp.linalg)": [[165, "dpnp.linalg.eig"]], "eigh() (in module dpnp.linalg)": [[166, "dpnp.linalg.eigh"]], "eigvals() (in module dpnp.linalg)": [[167, "dpnp.linalg.eigvals"]], "eigvalsh() (in module dpnp.linalg)": [[168, "dpnp.linalg.eigvalsh"]], "inv() (in module dpnp.linalg)": [[169, "dpnp.linalg.inv"]], "matrix_power() (in module dpnp.linalg)": [[170, "dpnp.linalg.matrix_power"]], "matrix_rank() (in module dpnp.linalg)": [[171, "dpnp.linalg.matrix_rank"]], "multi_dot() (in module dpnp.linalg)": [[172, "dpnp.linalg.multi_dot"]], "norm() (in module dpnp.linalg)": [[173, "dpnp.linalg.norm"]], "pinv() (in module dpnp.linalg)": [[174, "dpnp.linalg.pinv"]], "qr() (in module dpnp.linalg)": [[175, "dpnp.linalg.qr"]], "slogdet() (in module dpnp.linalg)": [[176, "dpnp.linalg.slogdet"]], "solve() (in module dpnp.linalg)": [[177, "dpnp.linalg.solve"]], "svd() (in module dpnp.linalg)": [[178, "dpnp.linalg.svd"]], "tensorinv() (in module dpnp.linalg)": [[179, "dpnp.linalg.tensorinv"]], "tensorsolve() (in module dpnp.linalg)": [[180, "dpnp.linalg.tensorsolve"]], "linspace() (in module dpnp)": [[181, "dpnp.linspace"]], "loadtxt() (in module dpnp)": [[182, "dpnp.loadtxt"]], "log() (in module dpnp)": [[183, "dpnp.log"]], "log10() (in module dpnp)": [[184, "dpnp.log10"]], "log1p() (in module dpnp)": [[185, "dpnp.log1p"]], "log2() (in module dpnp)": [[186, "dpnp.log2"]], "logaddexp() (in module dpnp)": [[187, "dpnp.logaddexp"]], "logical_and() (in module dpnp)": [[188, "dpnp.logical_and"]], "logical_not() (in module dpnp)": [[189, "dpnp.logical_not"]], "logical_or() (in module dpnp)": [[190, "dpnp.logical_or"]], "logical_xor() (in module dpnp)": [[191, "dpnp.logical_xor"]], "logspace() (in module dpnp)": [[192, "dpnp.logspace"]], "logsumexp() (in module dpnp)": [[193, "dpnp.logsumexp"]], "matmul() (in module dpnp)": [[194, "dpnp.matmul"]], "max() (in module dpnp)": [[195, "dpnp.max"]], "maximum() (in module dpnp)": [[196, "dpnp.maximum"]], "mean() (in module dpnp)": [[197, "dpnp.mean"]], "median() (in module dpnp)": [[198, "dpnp.median"]], "meshgrid() (in module dpnp)": [[199, "dpnp.meshgrid"]], "mgrid (in module dpnp)": [[200, "dpnp.mgrid"]], "min() (in module dpnp)": [[201, "dpnp.min"]], "minimum() (in module dpnp)": [[202, "dpnp.minimum"]], "mod() (in module dpnp)": [[203, "dpnp.mod"]], "modf() (in module dpnp)": [[204, "dpnp.modf"]], "moveaxis() (in module dpnp)": [[205, "dpnp.moveaxis"]], "multiply() (in module dpnp)": [[206, "dpnp.multiply"]], "nanargmax() (in module dpnp)": [[207, "dpnp.nanargmax"]], "nanargmin() (in module dpnp)": [[208, "dpnp.nanargmin"]], "nancumprod() (in module dpnp)": [[209, "dpnp.nancumprod"]], "nancumsum() (in module dpnp)": [[210, "dpnp.nancumsum"]], "nanmax() (in module dpnp)": [[211, "dpnp.nanmax"]], "nanmean() (in module dpnp)": [[212, "dpnp.nanmean"]], "nanmin() (in module dpnp)": [[213, 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method)": [[229, "dpnp.ndarray.__getitem__"]], "__gt__() (dpnp.ndarray method)": [[230, "dpnp.ndarray.__gt__"]], "__iadd__() (dpnp.ndarray method)": [[231, "dpnp.ndarray.__iadd__"]], "__iand__() (dpnp.ndarray method)": [[232, "dpnp.ndarray.__iand__"]], "__ifloordiv__() (dpnp.ndarray method)": [[233, "dpnp.ndarray.__ifloordiv__"]], "__ilshift__() (dpnp.ndarray method)": [[234, "dpnp.ndarray.__ilshift__"]], "__imod__() (dpnp.ndarray method)": [[235, "dpnp.ndarray.__imod__"]], "__imul__() (dpnp.ndarray method)": [[236, "dpnp.ndarray.__imul__"]], "__int__() (dpnp.ndarray method)": [[237, "dpnp.ndarray.__int__"]], "__invert__() (dpnp.ndarray method)": [[238, "dpnp.ndarray.__invert__"]], "__ior__() (dpnp.ndarray method)": [[239, "dpnp.ndarray.__ior__"]], "__ipow__() (dpnp.ndarray method)": [[240, "dpnp.ndarray.__ipow__"]], "__irshift__() (dpnp.ndarray method)": [[241, "dpnp.ndarray.__irshift__"]], "__isub__() (dpnp.ndarray method)": [[242, "dpnp.ndarray.__isub__"]], "__itruediv__() (dpnp.ndarray method)": [[243, "dpnp.ndarray.__itruediv__"]], "__ixor__() (dpnp.ndarray method)": [[244, "dpnp.ndarray.__ixor__"]], "__le__() (dpnp.ndarray method)": [[245, "dpnp.ndarray.__le__"]], "__len__() (dpnp.ndarray method)": [[246, "dpnp.ndarray.__len__"]], "__lshift__() (dpnp.ndarray method)": [[247, "dpnp.ndarray.__lshift__"]], "__lt__() (dpnp.ndarray method)": [[248, "dpnp.ndarray.__lt__"]], "__mod__() (dpnp.ndarray method)": [[249, "dpnp.ndarray.__mod__"]], "__mul__() (dpnp.ndarray method)": [[250, "dpnp.ndarray.__mul__"]], "__ne__() (dpnp.ndarray method)": [[251, "dpnp.ndarray.__ne__"]], "__neg__() (dpnp.ndarray method)": [[252, "dpnp.ndarray.__neg__"]], "__new__() (dpnp.ndarray method)": [[253, "dpnp.ndarray.__new__"]], "__or__() (dpnp.ndarray method)": [[254, "dpnp.ndarray.__or__"]], "__pos__() (dpnp.ndarray method)": [[255, "dpnp.ndarray.__pos__"]], "__pow__() (dpnp.ndarray method)": [[256, "dpnp.ndarray.__pow__"]], "__repr__() (dpnp.ndarray method)": [[257, 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method)": [[272, "dpnp.ndarray.conj"]], "conjugate() (dpnp.ndarray method)": [[273, "dpnp.ndarray.conjugate"]], "copy() (dpnp.ndarray method)": [[274, "dpnp.ndarray.copy"]], "cumsum() (dpnp.ndarray method)": [[275, "dpnp.ndarray.cumsum"]], "diagonal() (dpnp.ndarray method)": [[276, "dpnp.ndarray.diagonal"]], "dtype (dpnp.ndarray property)": [[277, "dpnp.ndarray.dtype"]], "fill() (dpnp.ndarray method)": [[278, "dpnp.ndarray.fill"]], "flags (dpnp.ndarray property)": [[279, "dpnp.ndarray.flags"]], "flat (dpnp.ndarray property)": [[280, "dpnp.ndarray.flat"]], "flatten() (dpnp.ndarray method)": [[281, "dpnp.ndarray.flatten"]], "imag (dpnp.ndarray property)": [[282, "dpnp.ndarray.imag"]], "item() (dpnp.ndarray method)": [[283, "dpnp.ndarray.item"]], "itemsize (dpnp.ndarray property)": [[284, "dpnp.ndarray.itemsize"]], "max() (dpnp.ndarray method)": [[285, "dpnp.ndarray.max"]], "mean() (dpnp.ndarray method)": [[286, "dpnp.ndarray.mean"]], "min() (dpnp.ndarray method)": [[287, 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dpnp.random)": [[343, "dpnp.random.laplace"]], "logistic() (in module dpnp.random)": [[344, "dpnp.random.logistic"]], "lognormal() (in module dpnp.random)": [[345, "dpnp.random.lognormal"]], "logseries() (in module dpnp.random)": [[346, "dpnp.random.logseries"]], "multinomial() (in module dpnp.random)": [[347, "dpnp.random.multinomial"]], "multivariate_normal() (in module dpnp.random)": [[348, "dpnp.random.multivariate_normal"]], "negative_binomial() (in module dpnp.random)": [[349, "dpnp.random.negative_binomial"]], "noncentral_chisquare() (in module dpnp.random)": [[350, "dpnp.random.noncentral_chisquare"]], "noncentral_f() (in module dpnp.random)": [[351, "dpnp.random.noncentral_f"]], "normal() (in module dpnp.random)": [[352, "dpnp.random.normal"]], "pareto() (in module dpnp.random)": [[353, "dpnp.random.pareto"]], "permutation() (in module dpnp.random)": [[354, "dpnp.random.permutation"]], "poisson() (in module dpnp.random)": [[355, "dpnp.random.poisson"]], "power() (in module 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"standard_gamma() (in module dpnp.random)": [[370, "dpnp.random.standard_gamma"]], "standard_normal() (in module dpnp.random)": [[371, "dpnp.random.standard_normal"]], "standard_t() (in module dpnp.random)": [[372, "dpnp.random.standard_t"]], "triangular() (in module dpnp.random)": [[373, "dpnp.random.triangular"]], "uniform() (in module dpnp.random)": [[374, "dpnp.random.uniform"]], "vonmises() (in module dpnp.random)": [[375, "dpnp.random.vonmises"]], "wald() (in module dpnp.random)": [[376, "dpnp.random.wald"]], "weibull() (in module dpnp.random)": [[377, "dpnp.random.weibull"]], "zipf() (in module dpnp.random)": [[378, "dpnp.random.zipf"]], "ravel() (in module dpnp)": [[379, "dpnp.ravel"]], "real() (in module dpnp)": [[380, "dpnp.real"]], "reciprocal() (in module dpnp)": [[381, "dpnp.reciprocal"]], "reduce_hypot() (in module dpnp)": [[382, "dpnp.reduce_hypot"]], "remainder() (in module dpnp)": [[383, "dpnp.remainder"]], "repeat() (in module dpnp)": [[384, "dpnp.repeat"]], "reshape() (in module dpnp)": [[385, "dpnp.reshape"]], "result_type() (in module dpnp)": [[386, "dpnp.result_type"]], "right_shift() (in module dpnp)": [[387, "dpnp.right_shift"]], "rint() (in module dpnp)": [[388, "dpnp.rint"]], "roll() (in module dpnp)": [[389, "dpnp.roll"]], "rollaxis() (in module dpnp)": [[390, "dpnp.rollaxis"]], "round() (in module dpnp)": [[391, "dpnp.round"]], "row_stack() (in module dpnp)": [[392, "dpnp.row_stack"]], "rsqrt() (in module dpnp)": [[393, "dpnp.rsqrt"]], "searchsorted() (in module dpnp)": [[394, "dpnp.searchsorted"]], "select() (in module dpnp)": [[395, "dpnp.select"]], "shape() (in module dpnp)": [[396, "dpnp.shape"]], "sign() (in module dpnp)": [[397, "dpnp.sign"]], "signbit() (in module dpnp)": [[398, "dpnp.signbit"]], "sin() (in module dpnp)": [[399, "dpnp.sin"]], "sinh() (in module dpnp)": [[400, "dpnp.sinh"]], "sort() (in module dpnp)": [[401, "dpnp.sort"]], "sqrt() (in module dpnp)": [[402, "dpnp.sqrt"]], "square() (in module dpnp)": [[403, 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(in module dpnp)": [[422, "dpnp.tril_indices_from"]], "triu() (in module dpnp)": [[423, "dpnp.triu"]], "triu_indices() (in module dpnp)": [[424, "dpnp.triu_indices"]], "triu_indices_from() (in module dpnp)": [[425, "dpnp.triu_indices_from"]], "true_divide() (in module dpnp)": [[426, "dpnp.true_divide"]], "trunc() (in module dpnp)": [[427, "dpnp.trunc"]], "unique() (in module dpnp)": [[428, "dpnp.unique"]], "unwrap() (in module dpnp)": [[429, "dpnp.unwrap"]], "vander() (in module dpnp)": [[430, "dpnp.vander"]], "var() (in module dpnp)": [[431, "dpnp.var"]], "vdot() (in module dpnp)": [[432, "dpnp.vdot"]], "vstack() (in module dpnp)": [[433, "dpnp.vstack"]], "where() (in module dpnp)": [[434, "dpnp.where"]], "zeros() (in module dpnp)": [[435, "dpnp.zeros"]], "zeros_like() (in module dpnp)": [[436, "dpnp.zeros_like"]], "dpnp.random": [[447, "module-dpnp.random"]]}}) \ No newline at end of file