TEST: 1.13.x + blas variants #273

h-vetinari · 2024-04-12T02:19:00Z

Following the same scheme as #267, #242, #224, #223, #199, #172, #153 & #130.

conda-forge-webservices · 2024-04-12T02:19:09Z

Hi! This is the friendly automated conda-forge-linting service.

I just wanted to let you know that I linted all conda-recipes in your PR (recipe) and found it was in an excellent condition.

h-vetinari · 2024-04-14T11:13:13Z

Scipy 1.13.0

TL;DR: New failures across the board, though restricted to 1-2 failures each

From 35 failures out of 113 runs for 1.12.0, we're now at 61 failures out of 113 CI runs

Notable

Reminder: MKL dropped support for osx; CI still running with last supported version

Good News

Reduction of failures on win+openblas (from 9-12 to 2-4)

Bad News

Various new failures across the board
PyPy hangs on linux, one universal test failure wherever we get to the test suite (i.e. osx/win)
Apparently emulation-related failures on aarch remain
BUG: test failure in test_x0_equals_Mb with bicgstab scipy/scipy#15533 still there

Restrictions

test on aarch64/ppc64le resp. for PyPy only run tests with label='fast', not the full test suite
the following test skips:

# on the slowest agents, these tests take more than 20min in emulation
{% set tests_to_skip = tests_to_skip + " or test_mixed_threads_processes" %}                      # [aarch64 or ppc64le]
{% set tests_to_skip = tests_to_skip + " or (test_lsq_linear and test_large_rank_deficient)" %}   # [aarch64 or ppc64le]
{% set tests_to_skip = tests_to_skip + " or (test_iterative and test_precond_inverse[case1])" %}  # [aarch64 or ppc64le]
{% set tests_to_skip = tests_to_skip + " or (test_multiprocess and fft)" %}                       # [aarch64 or ppc64le]
{% set tests_to_skip = tests_to_skip + " or (test_optimize and TestBrute and test_workers)" %}    # [aarch64 or ppc64le]
{% set tests_to_skip = tests_to_skip + " or (TestLevyStable and test_location_scale)" %}          # [aarch64 or ppc64le]
{% set tests_to_skip = tests_to_skip + " or (TestShgoArguments and test_19_parallelization)" %}   # [aarch64 or ppc64le]
{% set tests_to_skip = tests_to_skip + " or (TestDifferentialEvolutionSolver and (test_immediate_updating or test_parallel))" %}    # [aarch64 or ppc64le]
# tests that run into timeouts (set in scipy test suite) in emulation
{% set tests_to_skip = tests_to_skip + " or (test_propack and test_examples)" %}                  # [aarch64 or ppc64le]
# occasionally runs out of memory on windows + pypy
{% set tests_to_skip = tests_to_skip + " or test_bootstrap_against_" %}                           # [(python_impl == "pypy") and win]
{% set tests_to_skip = tests_to_skip + " or test_more_converged" %}                               # [(python_impl == "pypy") and win]
# fails on windows + pypy due to some file access race
{% set tests_to_skip = tests_to_skip + " or (test_read_over64bit and _fast_matrix_market)" %}     # [(python_impl == "pypy") and win]
# very slow tests for pypy in emulation
[several]

Details

lib	for 1.12.0	now	updated version	updated build
`scipy`	`1.12.0`	`1.13.0`	X
`numpy`	`1.26.4`	`1.26.4`
`libblas`	`3.9.0-21`	`3.9.0-22`		X
`blis`	`0.9.0-1`	`0.9.0-1`
`openblas`	`0.3.26-0`	`0.3.27-0`	X
`mkl`	`2024.0.0-49657` (linux) `2023.2.0-50500` (osx) `2024.0.0-49657` (win)	`2024.1.0-692` (linux/win) `2023.2.0-50500` (osx)	X
`netlib`	`3.9.0-5`	`3.9.0-5`
`pypy`	`7.3.15-1`	`7.3.15-1`
`pythran`	`0.15.0-1`	`0.15.0-1`
`qemu-user-static`	`8.1.3-1`	`8.1.3-1`

Excludes scipy/scipy#15533 now, as it's too much of a hassle to track in this matrix; see section below. Failures not explicitly linked to a SciPy issues are collected in scipy/scipy#20472.

variant	1.12.0	now
linux + x64 + blis	1 failure (`test_x0_working[tfqmr]`)	2 failures
linux + x64 + mkl	-	new failure: `test_krandinit[numpy]`
linux + aarch64 + netlib	-	new failure: `TestEig::test_falker`
linux + aarch64 + openblas	60 failures, mostly QR-related; apparently due to emulation	remain
osx + x64 + accelerate	1 flaky test failure (minor tolerance violation)	flaky failure remains new failure: `test_matrix_input[quintic]`
osx + x64 + mkl + PyPy	1-2 test failures	1 test failure
win + x64 + blis	-	2 failures
win + x64 + mkl + avx2	-	new failure: `TestEig::test_falker`
win + x64 + mkl + avx512	-	new failure: `test_nnls_inner_loop_case1`
win + x64 + openblas	9-12 failures	4 failures
PyPy	-	new failure: `test_dunder_ror[dok_matrix]`

variant	accelerate	blis	mkl w/ avx512	mkl w/o avx512	netlib	openblas w/ avx512	openblas w/o avx512	sum**
linux / x64	➖	❌	❌	❌	✔️ / ❌ (PyPy)	✔️ / ❌ (PyPy)	✔️ / ❌ (PyPy)	18F
linux / aarch64	➖	➖	➖	➖	❌	➖	❌	8F
linux / ppc64le	➖	➖	➖	➖	✔️	➖	✔️	-
osx / arm	❔	➖	➖	➖	❔	➖	❔	-
osx / x64	❌	✔️ / ❌ (PyPy)	➖	✔️ / ❌(PyPy)	✔️ / ❌ (PyPy)	➖	✔️ / ❌ (PyPy)	9F
win / x64	➖	❌	❌	❌	✔️ / ❌ (PyPy	❌	❌	26F
sum**	5F	11F	10F	11F	7F	6F	11F	61F

** sum of Segfaults (S), Failures (F), resp. Timeouts (T); out of a total of 113 CI combinations being tested

Build logs:
Azure

The curious case of `test_x0_equals_Mb[nonsymposdef-bicgstab]`

For main discussion see scipy/scipy#15533.

	1.11.0	1.11.4	1.12.0	1.13.0
linux + x64 + blis + avx2	✔️	✔️	✔️	✔️
linux + x64 + blis + avx512	✔️	✔️	✔️	✔️
linux + x64 + mkl + avx2	✔️	✔️	❌	❌
linux + x64 + mkl + avx512	❌	❌	✔️	✔️
linux + x64 + netlib + avx2	✔️	✔️	✔️	✔️
linux + x64 + netlib + avx512	✔️	✔️	✔️	✔️
linux + x64 + openblas + avx2	✔️	✔️	✔️	✔️
linux + x64 + openblas + avx512	✔️	❌	✔️	✔️
linux + aarch64 + netlib	✔️	✔️	✔️	✔️
linux + aarch64 + openblas	✔️	✔️	❌	❌
osx + x64 + accelerate	✔️	✔️	✔️/❌	✔️
win + x64 + blis + avx2	✔️	❌	✔️	✔️
win + x64 + blis + avx512	✔️	❌	✔️	✔️
win + x64 + mkl + avx2	✔️	✔️	❌	❌
win + x64 + mkl + avx512	❌	✔️	✔️	✔️
win + x64 + openblas + avx2	✔️	✔️	✔️	✔️
win + x64 + openblas + avx512	✔️	✔️	✔️	✔️

linux + x64 + blis: 2 failures

=========================== short test summary info ============================
FAILED interpolate/tests/test_rgi.py::TestRegularGridInterpolator::test_derivatives - AssertionError: 
Not equal to tolerance rtol=1e-07, atol=1e-12

Mismatched elements: 1 / 3 (33.3%)
Max absolute difference: 1.02318154e-12
Max relative difference: inf
 x: array([-1.023182e-12,  0.000000e+00, -9.094947e-13])
 y: array([0, 0, 0])
FAILED sparse/linalg/_isolve/tests/test_iterative.py::test_x0_working[tfqmr] - assert 3.5355292454346426e-06 <= (2e-06 * 1.240298651028214)
 +  where 3.5355292454346426e-06 = norm(((array([[3.68514493, 2.22433683, 2.80424149, 2.06524296, 2.82772901,\n        1.70134349, 2.98806253, 2.88379072, 1.9578..., 2.29515724, 2.77591422, 1.55001596, 1.93969785,\n        1.88091968, 2.24894423, 2.49791763, 1.66944017, 2.12310297]]) @ array([ -1.22142941, -23.52880604,  -4.72398545, -21.36850239,\n       -12.68971238,  -0.96740459,  32.8587725 , -11.40286367,\n        10.993623  ,  30.93083318])) - array([0.55127821, 0.22828434, 0.09135873, 0.07249963, 0.11693987,\n       0.74246847, 0.72216603, 0.1607452 , 0.15471589, 0.18022921])))
 +  and   1.240298651028214 = norm(array([0.55127821, 0.22828434, 0.09135873, 0.07249963, 0.11693987,\n       0.74246847, 0.72216603, 0.1607452 , 0.15471589, 0.18022921]))
= 2 failed, 61471 passed, 2440 skipped, 263 xfailed, 15 xpassed, 1 warning in 916.44s (0:15:16) =

linux + x64 + mkl: 1 failure

FAILED cluster/tests/test_vq.py::TestKMean::test_krandinit[numpy] - AssertionError: 
Not equal to tolerance rtol=1e-07, atol=0.01

Mismatched elements: 1 / 400 (0.25%)
Max absolute difference: 0.01098377
Max relative difference: 0.16674294
 x: array([[ 2.534011e-01, -2.136833e-01, -1.706533e-01, -3.359833e-01,
         3.094433e-01, -6.018600e-01,  1.971678e-01, -1.761122e-01,
        -3.160811e-01,  3.538044e-01, -3.322333e-02, -4.241900e-01,...
 y: array([[ 2.527658e-01, -2.128533e-01, -1.703824e-01, -3.353837e-01,
         3.080417e-01, -5.992261e-01,  1.964842e-01, -1.761007e-01,
        -3.145892e-01,  3.528359e-01, -3.218698e-02, -4.244195e-01,...

{linux,win} + x64 + mkl + non-avx512 / linux + aarch64 + openblas: 1 failure

__________________ test_x0_equals_Mb[nonsymposdef-bicgstab] ___________________
[gw1] win32 -- Python 3.9.19 %PREFIX%\python.exe
..\_test_env\lib\site-packages\scipy\sparse\linalg\_isolve\tests\test_iterative.py:520: in test_x0_equals_Mb
    assert info == 0
E   assert -11 == 0
        A          = <10x10 sparse matrix of type '<class 'numpy.float64'>'
	with 19 stored elements in Compressed Sparse Row format>
        b          = array([0., 1., 2., 3., 4., 5., 6., 7., 8., 9.])
        case       = <nonsymposdef-bicgstab>
        info       = -11
        rtol       = 1e-08
        x          = array([0.        , 0.52361589, 1.32356787, 2.15281624, 3.        ,
       4.        , 5.        , 6.        , 7.        , 8.        ])
        x0         = 'Mb'

on aarch, we get assert -10 == 0 instead of assert -11 == 0...

linux + aarch64 + netlib: 1 failure

=========================== short test summary info ============================
FAILED linalg/tests/test_decomp.py::TestEig::test_falker - AssertionError: 
Not equal to tolerance rtol=1e-07, atol=1e-07

array([[ 1.,  0.,  0.,  0.,  0.,  0.],
       [ 0.,  1.,  0.,  0.,  0.,  0.],
       [ 0.,  0.,  1.,  0.,  0.,  0.],
       [ 0.,  0.,  0., -2.,  1.,  1.],
       [ 0.,  0.,  0.,  1., -2.,  1.],
       [ 0.,  0.,  0.,  1.,  1., -2.]])
array([[ 0.,  0.,  0.,  1.,  0.,  0.],
       [ 0.,  0.,  0.,  0.,  1.,  0.],
       [ 0.,  0.,  0.,  0.,  0.,  1.],
       [ 1.,  0.,  0.,  1., -1.,  0.],
       [ 0.,  0.,  0., -1.,  1.,  0.],
       [ 0.,  0.,  3.,  0.,  0.,  0.]])
Mismatched elements: 2 / 5 (40%)
Max absolute difference: 2.9976857
Max relative difference: 1.99414478
 x: array([-1.770114e+00+0.000000e+00j, -1.149431e-01-1.498843e+00j,
       -1.149431e-01+1.498843e+00j,  1.182725e-16-6.587058e-09j,
        1.182725e-16+6.587058e-09j])
 y: array([-1.770114e+00+0.j      , -1.149431e-01+1.498843j,
       -1.149431e-01-1.498843j, -7.372530e-09+0.j      ,
        7.372531e-09-0.j      ])
= 1 failed, 47027 passed, 2404 skipped, 153 xfailed, 13 xpassed, 1 warning in 7496.32s (2:04:56) =

linux + aarch64 + openblas: 60 failures

=========================== short test summary info ============================
FAILED linalg/tests/test_basic.py::TestLstsq::test_random_overdet - AssertionError: 
Not equal to tolerance rtol=2.98023e-06, atol=2.98023e-06
driver: gelsd
Mismatched elements: 45 / 45 (100%)
Max absolute difference: 23.948622
Max relative difference: 1.0819286
 x: array([[-2.175595e-02,  1.430921e-01,  1.740819e-02],
       [ 2.515154e-02,  2.834489e-02, -6.470084e-03],
       [-5.744661e-05,  1.434425e-02,  4.162818e-02],...
 y: array([[  4.199296,   5.158111,   2.723422],
       [ 11.47436 ,  11.579989,   5.939486],
       [  0.678561,   0.932052,   0.4389  ],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_tall_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.35266802
Max relative difference: 1.35266802
 x: array([[ 0.51534 , -0.066137, -0.282195, -0.078835,  0.126846,  0.063667,
         0.254653,  0.145272,  0.297032, -0.312945,  0.047386, -0.375106],
       [-0.066137,  0.058695,  0.107405, -0.020373, -0.37564 , -0.306869,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_tall_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.38513473
Max relative difference: 1.38513473
 x: array([[ 0.194025,  0.271456,  0.193257, -0.103866,  0.639289,  0.325098,
        -0.308913,  0.225063,  0.009908,  0.531324,  0.418844,  0.486349],
       [ 0.271456, -0.024757,  0.531958, -0.127783,  0.087164,  0.124488,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_delete_last_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.39604267
Max relative difference: 1.39604267
 x: array([[ 7.312894e-01,  2.936634e-02, -2.486336e-01, -3.261323e-01,
         4.044664e-03, -1.884397e-02,  4.260744e-01,  4.652548e-01,
         4.959358e-02,  2.202561e-04, -5.590688e-01, -1.013507e-04],...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_non_unit_strides_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.35266802
Max relative difference: 1.35266802
 x: array([[ 0.51534 , -0.066137, -0.282195, -0.078835,  0.126846,  0.063667,
         0.254653,  0.145272,  0.297032, -0.312945,  0.047386, -0.375106],
       [-0.066137,  0.058695,  0.107405, -0.020373, -0.37564 , -0.306869,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_non_unit_strides_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.37619865
Max relative difference: 1.37619865
 x: array([[ 1.469219e-01,  5.787525e-01,  5.345633e-02, -4.102918e-01,
         5.512089e-01, -6.510306e-02, -3.209547e-01, -2.358620e-01,
         2.342797e-01,  2.828279e-01,  3.863396e-01,  1.333238e-01],...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_neg_strides_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.35266802
Max relative difference: 1.35266802
 x: array([[ 0.51534 , -0.066137, -0.282195, -0.078835,  0.126846,  0.063667,
         0.254653,  0.145272,  0.297032, -0.312945,  0.047386, -0.375106],
       [-0.066137,  0.058695,  0.107405, -0.020373, -0.37564 , -0.306869,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_neg_strides_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.37619865
Max relative difference: 1.37619865
 x: array([[ 1.469219e-01,  5.787525e-01,  5.345633e-02, -4.102918e-01,
         5.512089e-01, -6.510306e-02, -3.209547e-01, -2.358620e-01,
         2.342797e-01,  2.828279e-01,  3.863396e-01,  1.333238e-01],...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_non_itemize_strides_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.35266802
Max relative difference: 1.35266802
 x: array([[ 0.51534 , -0.066137, -0.282195, -0.078835,  0.126846,  0.063667,
         0.254653,  0.145272,  0.297032, -0.312945,  0.047386, -0.375106],
       [-0.066137,  0.058695,  0.107405, -0.020373, -0.37564 , -0.306869,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_non_itemize_strides_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.37619865
Max relative difference: 1.37619865
 x: array([[ 1.469219e-01,  5.787525e-01,  5.345633e-02, -4.102918e-01,
         5.512089e-01, -6.510306e-02, -3.209547e-01, -2.358620e-01,
         2.342797e-01,  2.828279e-01,  3.863396e-01,  1.333238e-01],...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_non_native_byte_order_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.35266802
Max relative difference: 1.35266802
 x: array([[ 0.51534 , -0.066137, -0.282195, -0.078835,  0.126846,  0.063667,
         0.254653,  0.145272,  0.297032, -0.312945,  0.047386, -0.375106],
       [-0.066137,  0.058695,  0.107405, -0.020373, -0.37564 , -0.306869,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_non_native_byte_order_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.37619865
Max relative difference: 1.37619865
 x: array([[ 1.469219e-01,  5.787525e-01,  5.345633e-02, -4.102918e-01,
         5.512089e-01, -6.510306e-02, -3.209547e-01, -2.358620e-01,
         2.342797e-01,  2.828279e-01,  3.863396e-01,  1.333238e-01],...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_sqr_1_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 81 / 81 (100%)
Max absolute difference: 1.47812065
Max relative difference: 1.47812065
 x: array([[ 0.427075,  0.052891,  0.034453,  0.178182,  0.20928 , -0.183314,
        -0.029952,  0.108337,  0.05796 ],
       [ 0.052891,  0.173273,  0.570958, -0.143117,  0.093308,  0.188859,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_sqr_p_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 121 / 121 (100%)
Max absolute difference: 1.49504468
Max relative difference: 1.49504468
 x: array([[ 0.025394,  0.222058,  0.609238,  0.497672,  0.354511,  0.041871,
         0.731882, -0.370673, -0.38842 , -0.11726 , -0.131466],
       [ 0.222058,  0.635692, -0.111061,  0.158848,  0.168521, -0.129045,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_tall_1_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 169 / 169 (100%)
Max absolute difference: 1.47401035
Max relative difference: 1.47401035
 x: array([[ 0.522431, -0.118259, -0.003304,  0.450749, -0.030897,  0.1499  ,
         0.07167 , -0.145986, -0.025632, -0.278439, -0.021617, -0.100983,
        -0.252881],...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_tall_p_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 225 / 225 (100%)
Max absolute difference: 1.21126013
Max relative difference: 1.21126013
 x: array([[ 0.008006,  0.003634,  0.082993, -0.105183,  0.469302, -0.159896,
        -0.186092,  0.237852,  0.166177, -0.004724,  0.300496, -0.172572,
         0.054354,  0.01367 ,  0.251432],...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_tall_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.45033643
Max relative difference: 1.45033643
 x: array([[ 0.29902 ,  0.501335,  0.272783,  0.074555,  0.132249, -0.02093 ,
         0.245842, -0.023263,  0.475552,  0.064034, -0.186375,  0.20676 ],
       [ 0.501335,  0.219159, -0.362003, -0.375209, -0.100792, -0.299124,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_tall_p_col_tall - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.52949911
Max relative difference: 1.52949911
 x: array([[ 0.396285, -0.118527,  0.404352,  0.024046,  0.185335,  0.491734,
        -0.084112,  0.179654, -0.282193,  0.263326, -0.229785, -0.033931],
       [-0.118527, -0.145312,  0.166583,  0.136687,  0.248487,  0.227176,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_tall_p_col_sqr - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.29536363
Max relative difference: 1.29536363
 x: array([[ 1.839437e-01,  3.666864e-03,  5.269710e-01, -9.558372e-02,
         4.485931e-01, -1.068802e-01, -3.599494e-01,  2.523912e-01,
         5.202088e-01,  7.875285e-02, -2.388350e-01,  1.856074e-01],...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_tall_p_col_fat - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.22226353
Max relative difference: 1.22226353
 x: array([[ 0.30203 ,  0.289442,  0.491229,  0.232481,  0.069349, -0.017829,
         0.0731  , -0.101897, -0.061624,  0.032908, -0.294819, -0.209391],
       [ 0.289442, -0.027515, -0.225598, -0.00597 ,  0.261011,  0.194242,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_fat_p_row_fat - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 100 / 100 (100%)
Max absolute difference: 1.52807027
Max relative difference: 1.52807027
 x: array([[ 0.476516,  0.678434,  0.487398,  0.170842, -0.530036, -0.049983,
        -0.051561, -0.034272,  0.340691, -0.532899],
       [ 0.678434, -0.52807 , -0.086754,  0.512772,  0.126919,  0.114655,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_fat_p_row_sqr - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.33379635
Max relative difference: 1.33379635
 x: array([[ 0.407052,  0.457873, -0.2282  ,  0.20684 ,  0.335016, -0.217718,
         0.024833, -0.165538,  0.372844,  0.298751, -0.199244, -0.277085],
       [ 0.457873, -0.333796,  0.153424,  0.595791, -0.424009,  0.076896,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_fat_p_row_tall - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 196 / 196 (100%)
Max absolute difference: 1.45184031
Max relative difference: 1.45184031
 x: array([[ 1.306703e-01,  2.308598e-01,  1.503783e-02,  4.989481e-01,
         2.612073e-01, -6.566251e-02, -1.365806e-02, -4.439392e-01,
        -9.274840e-02, -3.816905e-02,  2.477478e-01,  1.054653e-01,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_economic_p_col_eco - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 100 / 100 (100%)
Max absolute difference: 1.37845999
Max relative difference: 1.37845999
 x: array([[ 0.488817,  0.293726,  0.560871, -0.452365,  0.316418,  0.060158,
         0.176355,  0.412072, -0.13077 ,  0.404673],
       [ 0.293726,  0.266032, -0.246029,  0.125679, -0.167877,  0.233249,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_economic_p_col_sqr - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.60243899
Max relative difference: 1.60243899
 x: array([[-3.211651e-01,  3.666854e-03,  5.269712e-01, -1.675753e-01,
         5.411102e-01, -1.068804e-01, -3.599494e-01,  1.086038e-02,
         4.765480e-01,  7.875297e-02, -2.388351e-01,  4.631867e-01],...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_economic_p_col_fat - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.22226353
Max relative difference: 1.22226353
 x: array([[ 0.038019,  0.289442,  0.491229,  0.232482,  0.065881, -0.01783 ,
         0.073099, -0.101897,  0.340713,  0.032909, -0.294819, -0.209391],
       [ 0.289442, -0.027515, -0.225598, -0.00597 ,  0.170632,  0.194242,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_Mx1_1_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 81 / 81 (100%)
Max absolute difference: 1.35482377
Max relative difference: 1.35482377
 x: array([[ 0.204203,  0.081063,  0.547405, -0.497832,  0.44612 , -0.364956,
         0.282041,  0.048404, -0.144208],
       [ 0.081063,  0.102958, -0.048356,  0.717492,  0.188318, -0.23341 ,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_Mx1_p_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 121 / 121 (100%)
Max absolute difference: 1.33370879
Max relative difference: 1.33370879
 x: array([[ 0.421005,  0.417547, -0.32667 , -0.29249 ,  0.282903,  0.253645,
        -0.110355, -0.220882, -0.263948, -0.180241,  0.751357],
       [ 0.417547, -0.047571, -0.367514, -0.214091, -0.303108, -0.364512,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_unit_strides_1_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 81 / 81 (100%)
Max absolute difference: 1.47812065
Max relative difference: 1.47812065
 x: array([[ 0.427075,  0.052891,  0.034453,  0.178182,  0.20928 , -0.183314,
        -0.029952,  0.108337,  0.05796 ],
       [ 0.052891,  0.173273,  0.570958, -0.143117,  0.093308,  0.188859,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_unit_strides_p_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 121 / 121 (100%)
Max absolute difference: 1.49504468
Max relative difference: 1.49504468
 x: array([[ 0.025394,  0.222058,  0.609238,  0.497672,  0.354511,  0.041871,
         0.731882, -0.370673, -0.38842 , -0.11726 , -0.131466],
       [ 0.222058,  0.635692, -0.111061,  0.158848,  0.168521, -0.129045,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_unit_strides_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.45033643
Max relative difference: 1.45033643
 x: array([[ 0.29902 ,  0.501335,  0.272783,  0.074555,  0.132249, -0.02093 ,
         0.245842, -0.023263,  0.475552,  0.064034, -0.186375,  0.20676 ],
       [ 0.501335,  0.219159, -0.362003, -0.375209, -0.100792, -0.299124,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_unit_strides_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.52949911
Max relative difference: 1.52949911
 x: array([[ 0.396285, -0.118527,  0.404352,  0.024046,  0.185335,  0.491734,
        -0.084112,  0.179654, -0.282193,  0.263326, -0.229785, -0.033931],
       [-0.118527, -0.145312,  0.166583,  0.136687,  0.248487,  0.227176,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_neg_strides_1_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 81 / 81 (100%)
Max absolute difference: 1.47812065
Max relative difference: 1.47812065
 x: array([[ 0.427075,  0.052891,  0.034453,  0.178182,  0.20928 , -0.183314,
        -0.029952,  0.108337,  0.05796 ],
       [ 0.052891,  0.173273,  0.570958, -0.143117,  0.093308,  0.188859,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_neg_strides_p_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 121 / 121 (100%)
Max absolute difference: 1.49504468
Max relative difference: 1.49504468
 x: array([[ 0.025394,  0.222058,  0.609238,  0.497672,  0.354511,  0.041871,
         0.731882, -0.370673, -0.38842 , -0.11726 , -0.131466],
       [ 0.222058,  0.635692, -0.111061,  0.158848,  0.168521, -0.129045,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_neg_strides_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.45033643
Max relative difference: 1.45033643
 x: array([[ 0.29902 ,  0.501335,  0.272783,  0.074555,  0.132249, -0.02093 ,
         0.245842, -0.023263,  0.475552,  0.064034, -0.186375,  0.20676 ],
       [ 0.501335,  0.219159, -0.362003, -0.375209, -0.100792, -0.299124,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_neg_strides_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.52949911
Max relative difference: 1.52949911
 x: array([[ 0.396285, -0.118527,  0.404352,  0.024046,  0.185335,  0.491734,
        -0.084112,  0.179654, -0.282193,  0.263326, -0.229785, -0.033931],
       [-0.118527, -0.145312,  0.166583,  0.136687,  0.248487,  0.227176,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_itemsize_strides_1_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 81 / 81 (100%)
Max absolute difference: 1.47812065
Max relative difference: 1.47812065
 x: array([[ 0.427075,  0.052891,  0.034453,  0.178182,  0.20928 , -0.183314,
        -0.029952,  0.108337,  0.05796 ],
       [ 0.052891,  0.173273,  0.570958, -0.143117,  0.093308,  0.188859,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_itemsize_strides_p_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 121 / 121 (100%)
Max absolute difference: 1.49504468
Max relative difference: 1.49504468
 x: array([[ 0.025394,  0.222058,  0.609238,  0.497672,  0.354511,  0.041871,
         0.731882, -0.370673, -0.38842 , -0.11726 , -0.131466],
       [ 0.222058,  0.635692, -0.111061,  0.158848,  0.168521, -0.129045,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_itemsize_strides_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.45033643
Max relative difference: 1.45033643
 x: array([[ 0.29902 ,  0.501335,  0.272783,  0.074555,  0.132249, -0.02093 ,
         0.245842, -0.023263,  0.475552,  0.064034, -0.186375,  0.20676 ],
       [ 0.501335,  0.219159, -0.362003, -0.375209, -0.100792, -0.299124,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_itemsize_strides_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.52949911
Max relative difference: 1.52949911
 x: array([[ 0.396285, -0.118527,  0.404352,  0.024046,  0.185335,  0.491734,
        -0.084112,  0.179654, -0.282193,  0.263326, -0.229785, -0.033931],
       [-0.118527, -0.145312,  0.166583,  0.136687,  0.248487,  0.227176,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_native_byte_order_1_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 81 / 81 (100%)
Max absolute difference: 1.47812065
Max relative difference: 1.47812065
 x: array([[ 0.427075,  0.052891,  0.034453,  0.178182,  0.20928 , -0.183314,
        -0.029952,  0.108337,  0.05796 ],
       [ 0.052891,  0.173273,  0.570958, -0.143117,  0.093308,  0.188859,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_native_byte_order_p_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 121 / 121 (100%)
Max absolute difference: 1.49504468
Max relative difference: 1.49504468
 x: array([[ 0.025394,  0.222058,  0.609238,  0.497672,  0.354511,  0.041871,
         0.731882, -0.370673, -0.38842 , -0.11726 , -0.131466],
       [ 0.222058,  0.635692, -0.111061,  0.158848,  0.168521, -0.129045,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_native_byte_order_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.45033643
Max relative difference: 1.45033643
 x: array([[ 0.29902 ,  0.501335,  0.272783,  0.074555,  0.132249, -0.02093 ,
         0.245842, -0.023263,  0.475552,  0.064034, -0.186375,  0.20676 ],
       [ 0.501335,  0.219159, -0.362003, -0.375209, -0.100792, -0.299124,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_native_byte_order_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.52949911
Max relative difference: 1.52949911
 x: array([[ 0.396285, -0.118527,  0.404352,  0.024046,  0.185335,  0.491734,
        -0.084112,  0.179654, -0.282193,  0.263326, -0.229785, -0.033931],
       [-0.118527, -0.145312,  0.166583,  0.136687,  0.248487,  0.227176,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_tall_rank_1 - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.56318134
Max relative difference: 1.56318134
 x: array([[-0.054046,  0.205639, -0.123517,  0.260355,  0.474265, -0.249005,
         0.177618, -0.301207,  0.618385, -0.037394,  0.023149,  0.252298],
       [ 0.205639,  0.756895, -0.286572,  0.154587,  0.321836,  0.283857,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_tall_rank_p - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.56318134
Max relative difference: 1.56318134
 x: array([[-0.054046,  0.205639, -0.123517,  0.260355,  0.474265, -0.249005,
         0.177618, -0.301207,  0.618385, -0.037394,  0.023149,  0.252298],
       [ 0.205639,  0.756895, -0.286572,  0.154587,  0.321836,  0.283857,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_non_unit_strides_rank_1 - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.56318134
Max relative difference: 1.56318134
 x: array([[-0.054046,  0.205639, -0.123517,  0.260355,  0.474265, -0.249005,
         0.177618, -0.301207,  0.618385, -0.037394,  0.023149,  0.252298],
       [ 0.205639,  0.756895, -0.286572,  0.154587,  0.321836,  0.283857,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_non_unit_strides_rank_p - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.5197227
Max relative difference: 1.5197227
 x: array([[ 0.030667,  0.051494, -0.262698, -0.204111,  0.552454,  0.260673,
        -0.072537,  0.140756,  0.215893, -0.045971,  0.289605, -0.198233],
       [ 0.051494,  0.300886,  0.159218,  0.002972, -0.091647,  0.648182,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_neg_strides_rank_1 - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.56318134
Max relative difference: 1.56318134
 x: array([[-0.054046,  0.205639, -0.123517,  0.260355,  0.474265, -0.249005,
         0.177618, -0.301207,  0.618385, -0.037394,  0.023149,  0.252298],
       [ 0.205639,  0.756895, -0.286572,  0.154587,  0.321836,  0.283857,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_neg_strides_rank_p - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.5197227
Max relative difference: 1.5197227
 x: array([[ 0.030667,  0.051494, -0.262698, -0.204111,  0.552454,  0.260673,
        -0.072537,  0.140756,  0.215893, -0.045971,  0.289605, -0.198233],
       [ 0.051494,  0.300886,  0.159218,  0.002972, -0.091647,  0.648182,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_non_itemsize_strides_rank_1 - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.56318134
Max relative difference: 1.56318134
 x: array([[-0.054046,  0.205639, -0.123517,  0.260355,  0.474265, -0.249005,
         0.177618, -0.301207,  0.618385, -0.037394,  0.023149,  0.252298],
       [ 0.205639,  0.756895, -0.286572,  0.154587,  0.321836,  0.283857,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_non_itemsize_strides_rank_p - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.5197227
Max relative difference: 1.5197227
 x: array([[ 0.030667,  0.051494, -0.262698, -0.204111,  0.552454,  0.260673,
        -0.072537,  0.140756,  0.215893, -0.045971,  0.289605, -0.198233],
       [ 0.051494,  0.300886,  0.159218,  0.002972, -0.091647,  0.648182,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_non_native_byte_order_rank_1 - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.56318134
Max relative difference: 1.56318134
 x: array([[-0.054046,  0.205639, -0.123517,  0.260355,  0.474265, -0.249005,
         0.177618, -0.301207,  0.618385, -0.037394,  0.023149,  0.252298],
       [ 0.205639,  0.756895, -0.286572,  0.154587,  0.321836,  0.283857,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_non_native_byte_order_rank_p - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference: 1.5197227
Max relative difference: 1.5197227
 x: array([[ 0.030667,  0.051494, -0.262698, -0.204111,  0.552454,  0.260673,
        -0.072537,  0.140756,  0.215893, -0.045971,  0.289605, -0.198233],
       [ 0.051494,  0.300886,  0.159218,  0.002972, -0.091647,  0.648182,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_lapack.py::test_pftri - AssertionError: 
Arrays are not almost equal to 4 decimals

Mismatched elements: 21 / 400 (5.25%)
Max absolute difference: 0.00037931
Max relative difference: 0.64988735
 x: array([[ 5.0451e-02, -1.1576e-03,  2.7290e-04, -1.5024e-03, -1.7656e-03,
        -1.3410e-03, -1.4870e-03, -7.1398e-04, -1.4734e-03, -2.5769e-03,
        -2.0850e-03, -9.8616e-04, -7.3829e-04, -1.9978e-03,  1.7069e-04,...
 y: array([[ 5.0565e-02, -1.0042e-03,  2.1366e-04, -1.5335e-03, -1.5981e-03,
        -1.4567e-03, -1.5799e-03, -5.9890e-04, -1.4266e-03, -2.5949e-03,
        -2.0850e-03, -9.8616e-04, -7.3829e-04, -1.9978e-03,  1.7069e-04,...
FAILED linalg/tests/test_lapack.py::test_sfrk_hfrk - AssertionError: 
Arrays are not almost equal to 4 decimals

Mismatched elements: 165 / 400 (41.2%)
Max absolute difference: 1.14951146
Max relative difference: 14.46566384
 x: array([[ 3.9575e+01,  1.3012e+00,  5.5721e-02,  1.6919e+00,  1.3906e+00,
         1.7789e+00,  8.5231e-01,  8.1178e-01,  1.2308e+00,  2.1547e+00,
         1.7334e+00,  6.0473e-01,  2.1888e-01,  2.0501e+00, -1.1836e-01,...
 y: array([[ 3.9575e+01,  1.3012e+00,  2.2163e-01,  1.2076e+00,  1.4051e+00,
         1.8348e+00,  1.0907e+00,  1.0859e+00,  1.3009e+00,  2.1895e+00,
         1.3301e+00,  1.5722e+00,  1.7302e-01,  1.5784e+00,  1.6231e-01,...
FAILED linalg/tests/test_lapack.py::TestBlockedQR::test_geqrt_gemqrt - AssertionError: 
Not equal to tolerance rtol=0, atol=1.19209e-05

Mismatched elements: 320 / 400 (80%)
Max absolute difference: 1.4186668
Max relative difference: 1.4186668
 x: array([[ 4.153938e-01,  3.214427e-01, -1.697152e-01, -2.782870e-01,
         2.549522e-01,  3.815206e-01, -1.836173e-01, -8.294257e-03,
         2.499608e-01,  1.465432e-02,  1.211796e-01, -2.663902e-01,...
 y: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
        0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,...
FAILED linalg/tests/test_lapack.py::TestBlockedQR::test_tpqrt_tpmqrt - AssertionError: 
Not equal to tolerance rtol=0, atol=1.19209e-05

Mismatched elements: 1024 / 1600 (64%)
Max absolute difference: 1.2731317
Max relative difference: 1.2731317
 x: array([[ 3.782889e-03,  1.856932e-02,  1.523624e-02, ..., -1.549972e-01,
         2.169387e-01, -3.143149e-01],
       [ 1.856932e-02,  4.894961e-02, -5.576465e-02, ...,  2.150272e-02,...
 y: array([[1., 0., 0., ..., 0., 0., 0.],
       [0., 1., 0., ..., 0., 0., 0.],
       [0., 0., 1., ..., 0., 0., 0.],...
FAILED linalg/tests/test_lapack.py::test_pstrf - AssertionError: 
Not equal to tolerance rtol=0, atol=0.000119209

Mismatched elements: 85 / 100 (85%)
Max absolute difference: 3.529682
Max relative difference: 1.4060138
 x: array([[3.487075, 2.2597  , 1.555289, 2.763015, 3.431685, 2.046993,
        2.797032, 2.700427, 3.422926, 2.103169],
       [2.2597  , 2.130606, 1.477844, 1.633565, 2.117459, 1.866201,...
 y: array([[3.487075, 2.2597  , 1.555289, 2.763015, 3.431685, 2.046993,
        2.797032, 2.700427, 0.      , 0.      ],
       [2.2597  , 2.38366 , 1.007861, 2.456765, 2.693789, 1.169568,...
FAILED linalg/tests/test_lapack.py::test_pstf2 - AssertionError: 
Not equal to tolerance rtol=0, atol=0.000119209

Mismatched elements: 85 / 100 (85%)
Max absolute difference: 3.529682
Max relative difference: 1.4060138
 x: array([[3.487075, 2.2597  , 1.555289, 2.763015, 3.431685, 2.046993,
        2.797032, 2.700427, 3.422926, 2.103169],
       [2.2597  , 2.130606, 1.477844, 1.633565, 2.117459, 1.866201,...
 y: array([[3.487075, 2.2597  , 1.555289, 2.763015, 3.431685, 2.046993,
        2.797032, 2.700427, 0.      , 0.      ],
       [2.2597  , 2.38366 , 1.007861, 2.456765, 2.693789, 1.169568,...
FAILED sparse/linalg/_isolve/tests/test_iterative.py::test_x0_equals_Mb[nonsymposdef-bicgstab] - assert -10 == 0
= 61 failed, 46967 passed, 2404 skipped, 153 xfailed, 13 xpassed, 1 warning in 7455.44s (2:04:15) =

osx + x64 + accelerate: 1-2 failures

=========================== short test summary info ============================
FAILED interpolate/tests/test_rbfinterp.py::TestRBFInterpolatorNeighbors20::test_pickleable - AssertionError: 
Arrays are not equal

Mismatched elements: 2 / 50 (4%)
Max absolute difference: 5.55111512e-17
Max relative difference: 9.28510161e-16
 x: array([-0.238461,  0.257024, -0.811244,  0.295313,  0.132623,  0.2038  ,
       -0.99615 ,  0.29755 , -0.019889,  0.230791, -0.516801,  0.279867,
        0.227767,  0.178071, -0.172756,  0.251327, -0.406818,  0.271919,...
 y: array([-0.238461,  0.257024, -0.811244,  0.295313,  0.132623,  0.2038  ,
       -0.99615 ,  0.29755 , -0.019889,  0.230791, -0.516801,  0.279867,
        0.227767,  0.178071, -0.172756,  0.251327, -0.406818,  0.271919,...
FAILED interpolate/tests/test_rgi.py::TestInterpN::test_matrix_input[quintic] - AssertionError: 
Not equal to tolerance rtol=1e-07, atol=0

Mismatched elements: 3 / 21 (14.3%)
Max absolute difference: 1.37252686e-07
Max relative difference: 3.90586281e-07
 x: array([[0.478905, 0.351402, 0.540122, 0.544474, 0.476047, 0.512178,
        0.044259],
       [0.820992, 0.284413, 1.280366, 0.476941, 0.861279, 0.216028,...
 y: array([[0.478905, 0.351402, 0.540122, 0.544474, 0.476047, 0.512178,
        0.044259],
       [0.820992, 0.284413, 1.280366, 0.476941, 0.861279, 0.216028,...
= 2 failed, 61460 passed, 2451 skipped, 264 xfailed, 14 xpassed, 6 warnings in 1438.92s (0:23:58) =

osx + x64 + mkl + PyPy: 1 failure

FAILED linalg/tests/test_decomp_cossin.py::test_cossin[True-40-12-20-float32] - AssertionError: 
Not equal to tolerance rtol=0, atol=1.19209e-06

Mismatched elements: 161 / 1600 (10.1%)
Max absolute difference: 1.2539275
Max relative difference: 2.0001893
 x: array([[-0.064123, -0.169602,  0.386539, ...,  0.      ,  0.      ,
         0.      ],
       [-0.217334, -0.533708, -0.280909, ...,  0.      ,  0.      ,...
 y: array([[-0.064122,  0.169602,  0.386539, ...,  0.      ,  0.      ,
         0.      ],
       [-0.217334,  0.533708, -0.280909, ...,  0.      ,  0.      ,...

windows + blis: 2 failures

=========================== short test summary info ===========================
FAILED interpolate/tests/test_rgi.py::TestRegularGridInterpolator::test_derivatives - AssertionError: 
Not equal to tolerance rtol=1e-07, atol=1e-12

Mismatched elements: 1 / 3 (33.3%)
Max absolute difference: 1.02318154e-12
Max relative difference: inf
 x: array([-1.023182e-12,  0.000000e+00, -9.094947e-13])
 y: array([0, 0, 0])
FAILED sparse/linalg/_eigen/tests/test_svds.py::Test_SVDS_PROPACK::test_svds_parameter_k_which[LM-5] - AssertionError: 
Not equal to tolerance rtol=1e-07, atol=8e-10

Mismatched elements: 2 / 25 (8%)
Max absolute difference: 9.92425943e-10
Max relative difference: 1.80300219e-13
 x: array([[ 1.000000e+00, -3.278331e-14, -1.389477e-15,  2.428569e-13,
        -1.484033e-10],
       [-3.278331e-14,  1.000000e+00,  1.498714e-14, -6.832333e-13,...
 y: array([[1., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0.],
       [0., 0., 1., 0., 0.],...
= 2 failed, 61458 passed, 2453 skipped, 263 xfailed, 15 xpassed, 1 warning in 1219.59s (0:20:19) =

windows + mkl + non-avx512: 1 failure

FAILED linalg/tests/test_decomp.py::TestEig::test_falker - AssertionError: 
Not equal to tolerance rtol=1e-07, atol=1e-07

array([[ 1.,  0.,  0.,  0.,  0.,  0.],
       [ 0.,  1.,  0.,  0.,  0.,  0.],
       [ 0.,  0.,  1.,  0.,  0.,  0.],
       [ 0.,  0.,  0., -2.,  1.,  1.],
       [ 0.,  0.,  0.,  1., -2.,  1.],
       [ 0.,  0.,  0.,  1.,  1., -2.]])
array([[ 0.,  0.,  0.,  1.,  0.,  0.],
       [ 0.,  0.,  0.,  0.,  1.,  0.],
       [ 0.,  0.,  0.,  0.,  0.,  1.],
       [ 1.,  0.,  0.,  1., -1.,  0.],
       [ 0.,  0.,  0., -1.,  1.,  0.],
       [ 0.,  0.,  3.,  0.,  0.,  0.]])
Mismatched elements: 2 / 5 (40%)
Max absolute difference: 2.9976857
Max relative difference: 1.99414478
 x: array([-1.770114e+00+0.000000e+00j, -1.149431e-01+1.498843e+00j,
       -1.149431e-01-1.498843e+00j,  3.036850e-18+1.041526e-08j,
        3.036850e-18-1.041526e-08j])
 y: array([-1.770114e+00+0.000000e+00j, -1.149431e-01-1.498843e+00j,
       -1.149431e-01+1.498843e+00j, -2.210267e-17-1.197435e-08j,
       -2.210267e-17+1.197435e-08j])

windows + mkl + avx512: 1 failure

FAILED optimize/tests/test_nnls.py::TestNNLS::test_nnls_inner_loop_case1 - RuntimeError: Maximum number of iterations reached.

windows + openblas: 2-4 failures

=========================== short test summary info ===========================
FAILED interpolate/tests/test_interpnd.py::TestCloughTocher2DInterpolator::test_dense
FAILED linalg/tests/test_basic.py::TestLstsq::test_random_complex_exact
FAILED spatial/tests/test_qhull.py::TestUtilities::test_more_barycentric_transforms
FAILED sparse/linalg/tests/test_propack.py::test_examples[False-float32]
= 4 failed, 61456 passed, 2453 skipped, 263 xfailed, 15 xpassed, 1 warning in 6117.55s (1:41:57) =

PyPy: 1 failure

_________________________ test_dunder_ror[dok_matrix] __________________________
[gw0] darwin -- Python 3.9.18 $PREFIX/bin/python
$PREFIX/lib/pypy3.9/site-packages/scipy/sparse/tests/test_dok.py:163: in test_dunder_ror
    assert d.__ror__(d) == Asp.__ror__(d)
E   AttributeError: 'dict' object has no attribute '__ror__'. Did you mean: '__ior__'?
        Asp        = <3x3 sparse matrix of type '<class 'numpy.float64'>'
	with 2 stored elements in Dictionary Of Keys format>
        d          = {(0, 1): 1, (0, 2): 2}

…nda-forge-pinning 2024.06.12.07.10.11

isuruf · 2024-06-13T22:27:49Z

Cancelling for now since CI is backed up.

h-vetinari · 2024-06-14T03:33:19Z

Scipy 1.13.1, numpy 2.0

TL;DR: Down to 1-2 relevant test failures overall

From 61 failures out of 113 runs for 1.13.0, we're now at 33 failures out of 84 CI runs

Notable

First run with numpy 2.0
Dropped PyPy completely
Not counting osx-arm anymore (as we're not running tests)
Reminder: MKL dropped support for osx; CI still running with last supported version
Not related to tests passing, but still worrisome: OpenBLAS on windows substantially slower than other BLAS flavours openblas-feedstock#160

Good News

We're down to two main relevant test failures (see below) that occur across a variety of scenarios, not counting the unresolved failures on win+openblas and emulation problems on aarch.

Bad News

BUG: test failure in test_x0_equals_Mb with bicgstab scipy/scipy#15533 won't budge
BUG: TestNNLS.test_nnls_inner_loop_case1 fails with MKL scipy/scipy#20470 remains
TST: new test failures (mostly crashes) with scipy 1.12+ and OpenBLAS 0.3.26+ scipy/scipy#20271 remains
Apparently emulation-related failures on aarch remain (despite bumping QEMU)

Restrictions

I'm including two backports for minor tolerance violations
test on aarch64/ppc64le only run tests with label='fast', not the full test suite
the following test skips:

# on the slowest agents, these tests take more than 20min in emulation
{% set tests_to_skip = tests_to_skip + " or test_mixed_threads_processes or test_sf_gh18506" %}   # [aarch64 or ppc64le]
{% set tests_to_skip = tests_to_skip + " or (test_lsq_linear and test_large_rank_deficient)" %}   # [aarch64 or ppc64le]
{% set tests_to_skip = tests_to_skip + " or (test_iterative and test_precond_inverse)" %}         # [aarch64 or ppc64le]
{% set tests_to_skip = tests_to_skip + " or (test_multiprocess and fft)" %}                       # [aarch64 or ppc64le]
{% set tests_to_skip = tests_to_skip + " or (test_optimize and TestBrute and test_workers)" %}    # [aarch64 or ppc64le]
{% set tests_to_skip = tests_to_skip + " or (TestLstsq and test_random_complex_exact)" %}         # [aarch64 or ppc64le]
{% set tests_to_skip = tests_to_skip + " or (TestLevyStable and test_location_scale)" %}          # [aarch64 or ppc64le]
{% set tests_to_skip = tests_to_skip + " or (TestShgoArguments and test_19_parallelization)" %}   # [aarch64 or ppc64le]
{% set tests_to_skip = tests_to_skip + " or (TestDifferentialEvolutionSolver and (test_immediate_updating or test_parallel))" %}    # [aarch64 or ppc64le]
# tests that run into timeouts (set in scipy test suite) in emulation
{% set tests_to_skip = tests_to_skip + " or (test_propack and test_examples)" %}                  # [aarch64 or ppc64le]

Details

lib	for 1.13.0	now	updated version	updated build
`scipy`	`1.13.0`	`1.13.1`	X
`numpy`	`1.26.4`	`2.0.0rc2`	X
`libblas`	`3.9.0-22`	`3.9.0-22`
`blis`	`0.9.0-1`	`0.9.0-2`		X
`openblas`	`0.3.27-0`	`0.3.27-0`
`mkl`	`2024.1.0-692` (linux/win) `2023.2.0-50500` (osx)	`2024.1.0-692` (linux/win) `2023.2.0-50500` (osx)
`netlib`	`3.9.0-5`	`3.9.0-5`
`pythran`	`0.15.0-1`	`0.16.1-0`	X
`qemu-user-static`	`8.1.3-1`	`8.2.4-1`	X

Excludes scipy/scipy#15533, as it's too much of a hassle to track in this matrix.

variant	1.13.1	now
linux + x64 + blis	1 failure (`test_x0_working[tfqmr]`)	fixed 🥳
linux + x64 + mkl	new failure: `test_krandinit[numpy]`	fixed 🥳
linux + x64 + mkl + avx512	-	`test_nnls_inner_loop_case1` now also on linux
linux + aarch64 + netlib	1 failure (`TestEig::test_falker`)	fixed 🥳
linux + aarch64 + openblas	60 failures, mostly QR-related; apparently due to emulation	remain
osx + x64 + accelerate	1 failure (`test_matrix_input[quintic]`)	passes 🥳
win + x64 + blis	2 failures	passes 🥳
win + x64 + mkl + avx2	1 failure (`TestEig::test_falker`)	fixed 🥳 (but one remains)
win + x64 + mkl + avx512	1 failure (`test_nnls_inner_loop_case1`)	remains
win + x64 + openblas + avx2	4 failures	4-9 failures
win + x64 + openblas + avx512	4 failures	2-4 failures

variant	accelerate	blis	mkl w/ avx512	mkl w/o avx512	netlib	openblas w/ avx512	openblas w/o avx512	sum**
linux / x64	➖	✔️	❌	❌	✔️	✔️	✔️	8F
linux / aarch64	➖	➖	➖	➖	✔️	➖	❌	4F
linux / ppc64le	➖	➖	➖	➖	✔️	➖	✔️	-
osx / arm	❔	➖	➖	➖	❔	➖	❔	-
osx / x64	✔️/❌	✔️	➖	❌	✔️	➖	✔️	5F
win / x64	➖	✔️	❌	❌	✔️	❌	❌	16F
sum**	1F	-	8F	12F	-	4F	8F	33F

** sum of Segfaults (S), Failures (F), resp. Timeouts (T); out of a total of 84 CI combinations being tested

Build logs:
Azure

{linux,win} + x64 + mkl + non-avx512 / linux + aarch64 + openblas: 1 failure

__________________ test_x0_equals_Mb[nonsymposdef-bicgstab] ___________________
[gw1] win32 -- Python 3.9.19 %PREFIX%\python.exe
..\_test_env\lib\site-packages\scipy\sparse\linalg\_isolve\tests\test_iterative.py:520: in test_x0_equals_Mb
    assert info == 0
E   assert -11 == 0
        A          = <10x10 sparse matrix of type '<class 'numpy.float64'>'
	with 19 stored elements in Compressed Sparse Row format>
        b          = array([0., 1., 2., 3., 4., 5., 6., 7., 8., 9.])
        case       = <nonsymposdef-bicgstab>
        info       = -11
        rtol       = 1e-08
        x          = array([0.        , 0.52361589, 1.32356787, 2.15281624, 3.        ,
       4.        , 5.        , 6.        , 7.        , 8.        ])
        x0         = 'Mb'

on aarch, we get assert -10 == 0 instead of assert -11 == 0...

{linux,win} + mkl + avx512: 1 failure

_____________________ TestNNLS.test_nnls_inner_loop_case1 _____________________
[gw0] win32 -- Python 3.9.19 %PREFIX%\python.exe
..\_test_env\lib\site-packages\scipy\optimize\tests\test_nnls.py:101: in test_nnls_inner_loop_case1
    dact, _ = nnls(W @ A, W @ k)
        A          = array([[ 3.,  0.,  0., ...,  0.,  0.,  0.],
       [ 2.,  2.,  0., ...,  0.,  0.,  0.],
       [ 0.,  0.,  1., ...,  0... 3.,  3., ...,  3.,  0.,  0.],
       [ 0.,  0.,  0., ...,  0.,  1., -1.],
       [ 2.,  2.,  2., ...,  2.,  2.,  2.]])
        N          = 67
        W          = array([[1.73205081, 0.        , 0.        , ..., 0.        , 0.        ,
        0.        ],
       [0.        , 1.41...  ,
        0.        ],
       [0.        , 0.        , 0.        , ..., 0.        , 0.        ,
        1.41421356]])
        d          = array([0.        , 0.        , 0.        , 0.        , 0.        ,
       0.        , 0.        , 0.        , 0.      ...       , 0.        ,
       0.        , 0.        , 0.        , 0.        , 0.        ,
       0.        , 0.        ])
        k          = array([  0.        ,   0.        ,   0.        ,   0.        ,
         0.        ,   0.        ,   0.        ,   0.  ...64961,
         5.04406841,   3.602906  ,   0.        ,   2.8823248 ,
         0.        ,   0.        ,   0.        ])
        n          = array([  3,   2,   0,   1,   1,   1,   3,   8,  14,  16,  29,  23,  41,
        47,  53,  57,  67,  76, 103,  89,  97,...206, 183, 135, 156, 110,  92,
        63,  60,  52,  29,  20,  16,  12,   5,   5,   5,   1,   2,   3,
         0,   2])
        nz         = array([ 2, 65])
        self       = <scipy.optimize.tests.test_nnls.TestNNLS object at 0x00000267E7A04820>
        w          = array([ 1.73205081,  1.41421356,  1.        ,  1.        ,  1.        ,
        1.        ,  1.73205081,  2.82842712, ...  2.23606798,
        2.23606798,  2.23606798,  1.        ,  1.41421356,  1.73205081,
        1.        ,  1.41421356])
..\_test_env\lib\site-packages\scipy\optimize\_nnls.py:93: in nnls
    raise RuntimeError("Maximum number of iterations reached.")
E   RuntimeError: Maximum number of iterations reached.
        A          = array([[ 5.19615242,  0.        ,  0.        , ...,  0.        ,
         0.        ,  0.        ],
       [ 2.8284271...   , -1.        ],
       [ 2.82842712,  2.82842712,  2.82842712, ...,  2.82842712,
         2.82842712,  2.82842712]])
        atol       = None
        b          = array([   0.        ,    0.        ,    0.        ,    0.        ,
          0.        ,    0.        ,    0.        ,...         11.27887984,    8.05634274,    0.        ,    4.07622283,
          0.        ,    0.        ,    0.        ])
        m          = 67
        maxiter    = None
        mode       = -1
        n          = 67
        rnorm      = 0.0
        x          = array([0.        , 0.        , 0.        , 0.        , 0.        ,
       0.        , 0.        , 0.        , 0.      ...       , 0.        ,
       0.        , 0.        , 0.        , 0.        , 0.        ,
       0.        , 0.        ])

linux + aarch64 + openblas: 60 failures

=========================== short test summary info ============================
FAILED linalg/tests/test_basic.py::TestLstsq::test_random_overdet - AssertionError: 
Not equal to tolerance rtol=2.98023e-06, atol=2.98023e-06
driver: gelsd
Mismatched elements: 45 / 45 (100%)
Max absolute difference among violations: 23.948484
Max relative difference among violations: 1.081929
 ACTUAL: array([[-2.175607e-02,  1.430921e-01,  1.740808e-02],
       [ 2.515170e-02,  2.834497e-02, -6.470039e-03],
       [-5.737515e-05,  1.434422e-02,  4.162818e-02],...
 DESIRED: array([[  4.199268,   5.158082,   2.723409],
       [ 11.474298,  11.579923,   5.939456],
       [  0.678556,   0.932047,   0.438897],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_tall_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.35266802
Max relative difference among violations: 1.35266802
 ACTUAL: array([[ 0.51534 , -0.066137, -0.282195, -0.078835,  0.126846,  0.063667,
         0.254653,  0.145272,  0.297032, -0.312945,  0.047386, -0.375106],
       [-0.066137,  0.058695,  0.107405, -0.020373, -0.37564 , -0.306869,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_tall_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.38513473
Max relative difference among violations: 1.38513473
 ACTUAL: array([[ 0.194025,  0.271456,  0.193257, -0.103866,  0.639289,  0.325098,
        -0.308913,  0.225063,  0.009908,  0.531324,  0.418844,  0.486349],
       [ 0.271456, -0.024757,  0.531958, -0.127783,  0.087164,  0.124488,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_delete_last_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.39604267
Max relative difference among violations: 1.39604267
 ACTUAL: array([[ 7.312894e-01,  2.936634e-02, -2.486336e-01, -3.261323e-01,
         4.044664e-03, -1.884397e-02,  4.260744e-01,  4.652548e-01,
         4.959358e-02,  2.202561e-04, -5.590688e-01, -1.013507e-04],...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_non_unit_strides_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.35266802
Max relative difference among violations: 1.35266802
 ACTUAL: array([[ 0.51534 , -0.066137, -0.282195, -0.078835,  0.126846,  0.063667,
         0.254653,  0.145272,  0.297032, -0.312945,  0.047386, -0.375106],
       [-0.066137,  0.058695,  0.107405, -0.020373, -0.37564 , -0.306869,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_non_unit_strides_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.37619865
Max relative difference among violations: 1.37619865
 ACTUAL: array([[ 1.469219e-01,  5.787525e-01,  5.345633e-02, -4.102918e-01,
         5.512089e-01, -6.510306e-02, -3.209547e-01, -2.358620e-01,
         2.342797e-01,  2.828279e-01,  3.863396e-01,  1.333238e-01],...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_neg_strides_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.35266802
Max relative difference among violations: 1.35266802
 ACTUAL: array([[ 0.51534 , -0.066137, -0.282195, -0.078835,  0.126846,  0.063667,
         0.254653,  0.145272,  0.297032, -0.312945,  0.047386, -0.375106],
       [-0.066137,  0.058695,  0.107405, -0.020373, -0.37564 , -0.306869,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_neg_strides_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.37619865
Max relative difference among violations: 1.37619865
 ACTUAL: array([[ 1.469219e-01,  5.787525e-01,  5.345633e-02, -4.102918e-01,
         5.512089e-01, -6.510306e-02, -3.209547e-01, -2.358620e-01,
         2.342797e-01,  2.828279e-01,  3.863396e-01,  1.333238e-01],...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_non_itemize_strides_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.35266802
Max relative difference among violations: 1.35266802
 ACTUAL: array([[ 0.51534 , -0.066137, -0.282195, -0.078835,  0.126846,  0.063667,
         0.254653,  0.145272,  0.297032, -0.312945,  0.047386, -0.375106],
       [-0.066137,  0.058695,  0.107405, -0.020373, -0.37564 , -0.306869,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_non_itemize_strides_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.37619865
Max relative difference among violations: 1.37619865
 ACTUAL: array([[ 1.469219e-01,  5.787525e-01,  5.345633e-02, -4.102918e-01,
         5.512089e-01, -6.510306e-02, -3.209547e-01, -2.358620e-01,
         2.342797e-01,  2.828279e-01,  3.863396e-01,  1.333238e-01],...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_non_native_byte_order_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.35266802
Max relative difference among violations: 1.35266802
 ACTUAL: array([[ 0.51534 , -0.066137, -0.282195, -0.078835,  0.126846,  0.063667,
         0.254653,  0.145272,  0.297032, -0.312945,  0.047386, -0.375106],
       [-0.066137,  0.058695,  0.107405, -0.020373, -0.37564 , -0.306869,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRdelete_f::test_non_native_byte_order_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.37619865
Max relative difference among violations: 1.37619865
 ACTUAL: array([[ 1.469219e-01,  5.787525e-01,  5.345633e-02, -4.102918e-01,
         5.512089e-01, -6.510306e-02, -3.209547e-01, -2.358620e-01,
         2.342797e-01,  2.828279e-01,  3.863396e-01,  1.333238e-01],...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_sqr_1_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 81 / 81 (100%)
Max absolute difference among violations: 1.47812065
Max relative difference among violations: 1.47812065
 ACTUAL: array([[ 0.427075,  0.052891,  0.034453,  0.178182,  0.20928 , -0.183314,
        -0.029952,  0.108337,  0.05796 ],
       [ 0.052891,  0.173273,  0.570958, -0.143117,  0.093308,  0.188859,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_sqr_p_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 121 / 121 (100%)
Max absolute difference among violations: 1.49504468
Max relative difference among violations: 1.49504468
 ACTUAL: array([[ 0.025394,  0.222058,  0.609238,  0.497672,  0.354511,  0.041871,
         0.731882, -0.370673, -0.38842 , -0.11726 , -0.131466],
       [ 0.222058,  0.635692, -0.111061,  0.158848,  0.168521, -0.129045,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_tall_1_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 169 / 169 (100%)
Max absolute difference among violations: 1.47401035
Max relative difference among violations: 1.47401035
 ACTUAL: array([[ 0.522431, -0.118259, -0.003304,  0.450749, -0.030897,  0.1499  ,
         0.07167 , -0.145986, -0.025632, -0.278439, -0.021617, -0.100983,
        -0.252881],...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_tall_p_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 225 / 225 (100%)
Max absolute difference among violations: 1.21126013
Max relative difference among violations: 1.21126013
 ACTUAL: array([[ 0.008006,  0.003634,  0.082993, -0.105183,  0.469302, -0.159896,
        -0.186092,  0.237852,  0.166177, -0.004724,  0.300496, -0.172572,
         0.054354,  0.01367 ,  0.251432],...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_tall_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.45033643
Max relative difference among violations: 1.45033643
 ACTUAL: array([[ 0.29902 ,  0.501335,  0.272783,  0.074555,  0.132249, -0.02093 ,
         0.245842, -0.023263,  0.475552,  0.064034, -0.186375,  0.20676 ],
       [ 0.501335,  0.219159, -0.362003, -0.375209, -0.100792, -0.299124,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_tall_p_col_tall - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.52949911
Max relative difference among violations: 1.52949911
 ACTUAL: array([[ 0.396285, -0.118527,  0.404352,  0.024046,  0.185335,  0.491734,
        -0.084112,  0.179654, -0.282193,  0.263326, -0.229785, -0.033931],
       [-0.118527, -0.145312,  0.166583,  0.136687,  0.248487,  0.227176,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_tall_p_col_sqr - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.29536363
Max relative difference among violations: 1.29536363
 ACTUAL: array([[ 1.839437e-01,  3.666864e-03,  5.269710e-01, -9.558372e-02,
         4.485931e-01, -1.068802e-01, -3.599494e-01,  2.523912e-01,
         5.202088e-01,  7.875285e-02, -2.388350e-01,  1.856074e-01],...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_tall_p_col_fat - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.22226353
Max relative difference among violations: 1.22226353
 ACTUAL: array([[ 0.30203 ,  0.289442,  0.491229,  0.232481,  0.069349, -0.017829,
         0.0731  , -0.101897, -0.061624,  0.032908, -0.294819, -0.209391],
       [ 0.289442, -0.027515, -0.225598, -0.00597 ,  0.261011,  0.194242,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_fat_p_row_fat - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 100 / 100 (100%)
Max absolute difference among violations: 1.52807027
Max relative difference among violations: 1.52807027
 ACTUAL: array([[ 0.476516,  0.678434,  0.487398,  0.170842, -0.530036, -0.049983,
        -0.051561, -0.034272,  0.340691, -0.532899],
       [ 0.678434, -0.52807 , -0.086754,  0.512772,  0.126919,  0.114655,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_fat_p_row_sqr - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.33379635
Max relative difference among violations: 1.33379635
 ACTUAL: array([[ 0.407052,  0.457873, -0.2282  ,  0.20684 ,  0.335016, -0.217718,
         0.024833, -0.165538,  0.372844,  0.298751, -0.199244, -0.277085],
       [ 0.457873, -0.333796,  0.153424,  0.595791, -0.424009,  0.076896,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_fat_p_row_tall - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 196 / 196 (100%)
Max absolute difference among violations: 1.45184031
Max relative difference among violations: 1.45184031
 ACTUAL: array([[ 1.306703e-01,  2.308598e-01,  1.503783e-02,  4.989481e-01,
         2.612073e-01, -6.566251e-02, -1.365806e-02, -4.439392e-01,
        -9.274840e-02, -3.816905e-02,  2.477478e-01,  1.054653e-01,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_economic_p_col_eco - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 100 / 100 (100%)
Max absolute difference among violations: 1.37845999
Max relative difference among violations: 1.37845999
 ACTUAL: array([[ 0.488817,  0.293726,  0.560871, -0.452365,  0.316418,  0.060158,
         0.176355,  0.412072, -0.13077 ,  0.404673],
       [ 0.293726,  0.266032, -0.246029,  0.125679, -0.167877,  0.233249,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_economic_p_col_sqr - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.60243899
Max relative difference among violations: 1.60243899
 ACTUAL: array([[-3.211651e-01,  3.666854e-03,  5.269712e-01, -1.675753e-01,
         5.411102e-01, -1.068804e-01, -3.599494e-01,  1.086038e-02,
         4.765480e-01,  7.875297e-02, -2.388351e-01,  4.631867e-01],...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_economic_p_col_fat - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.22226353
Max relative difference among violations: 1.22226353
 ACTUAL: array([[ 0.038019,  0.289442,  0.491229,  0.232482,  0.065881, -0.01783 ,
         0.073099, -0.101897,  0.340713,  0.032909, -0.294819, -0.209391],
       [ 0.289442, -0.027515, -0.225598, -0.00597 ,  0.170632,  0.194242,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_Mx1_1_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 81 / 81 (100%)
Max absolute difference among violations: 1.35482377
Max relative difference among violations: 1.35482377
 ACTUAL: array([[ 0.204203,  0.081063,  0.547405, -0.497832,  0.44612 , -0.364956,
         0.282041,  0.048404, -0.144208],
       [ 0.081063,  0.102958, -0.048356,  0.717492,  0.188318, -0.23341 ,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_Mx1_p_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 121 / 121 (100%)
Max absolute difference among violations: 1.33370879
Max relative difference among violations: 1.33370879
 ACTUAL: array([[ 0.421005,  0.417547, -0.32667 , -0.29249 ,  0.282903,  0.253645,
        -0.110355, -0.220882, -0.263948, -0.180241,  0.751357],
       [ 0.417547, -0.047571, -0.367514, -0.214091, -0.303108, -0.364512,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_unit_strides_1_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 81 / 81 (100%)
Max absolute difference among violations: 1.47812065
Max relative difference among violations: 1.47812065
 ACTUAL: array([[ 0.427075,  0.052891,  0.034453,  0.178182,  0.20928 , -0.183314,
        -0.029952,  0.108337,  0.05796 ],
       [ 0.052891,  0.173273,  0.570958, -0.143117,  0.093308,  0.188859,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_unit_strides_p_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 121 / 121 (100%)
Max absolute difference among violations: 1.49504468
Max relative difference among violations: 1.49504468
 ACTUAL: array([[ 0.025394,  0.222058,  0.609238,  0.497672,  0.354511,  0.041871,
         0.731882, -0.370673, -0.38842 , -0.11726 , -0.131466],
       [ 0.222058,  0.635692, -0.111061,  0.158848,  0.168521, -0.129045,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_unit_strides_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.45033643
Max relative difference among violations: 1.45033643
 ACTUAL: array([[ 0.29902 ,  0.501335,  0.272783,  0.074555,  0.132249, -0.02093 ,
         0.245842, -0.023263,  0.475552,  0.064034, -0.186375,  0.20676 ],
       [ 0.501335,  0.219159, -0.362003, -0.375209, -0.100792, -0.299124,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_unit_strides_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.52949911
Max relative difference among violations: 1.52949911
 ACTUAL: array([[ 0.396285, -0.118527,  0.404352,  0.024046,  0.185335,  0.491734,
        -0.084112,  0.179654, -0.282193,  0.263326, -0.229785, -0.033931],
       [-0.118527, -0.145312,  0.166583,  0.136687,  0.248487,  0.227176,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_neg_strides_1_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 81 / 81 (100%)
Max absolute difference among violations: 1.47812065
Max relative difference among violations: 1.47812065
 ACTUAL: array([[ 0.427075,  0.052891,  0.034453,  0.178182,  0.20928 , -0.183314,
        -0.029952,  0.108337,  0.05796 ],
       [ 0.052891,  0.173273,  0.570958, -0.143117,  0.093308,  0.188859,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_neg_strides_p_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 121 / 121 (100%)
Max absolute difference among violations: 1.49504468
Max relative difference among violations: 1.49504468
 ACTUAL: array([[ 0.025394,  0.222058,  0.609238,  0.497672,  0.354511,  0.041871,
         0.731882, -0.370673, -0.38842 , -0.11726 , -0.131466],
       [ 0.222058,  0.635692, -0.111061,  0.158848,  0.168521, -0.129045,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_neg_strides_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.45033643
Max relative difference among violations: 1.45033643
 ACTUAL: array([[ 0.29902 ,  0.501335,  0.272783,  0.074555,  0.132249, -0.02093 ,
         0.245842, -0.023263,  0.475552,  0.064034, -0.186375,  0.20676 ],
       [ 0.501335,  0.219159, -0.362003, -0.375209, -0.100792, -0.299124,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_neg_strides_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.52949911
Max relative difference among violations: 1.52949911
 ACTUAL: array([[ 0.396285, -0.118527,  0.404352,  0.024046,  0.185335,  0.491734,
        -0.084112,  0.179654, -0.282193,  0.263326, -0.229785, -0.033931],
       [-0.118527, -0.145312,  0.166583,  0.136687,  0.248487,  0.227176,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_itemsize_strides_1_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 81 / 81 (100%)
Max absolute difference among violations: 1.47812065
Max relative difference among violations: 1.47812065
 ACTUAL: array([[ 0.427075,  0.052891,  0.034453,  0.178182,  0.20928 , -0.183314,
        -0.029952,  0.108337,  0.05796 ],
       [ 0.052891,  0.173273,  0.570958, -0.143117,  0.093308,  0.188859,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_itemsize_strides_p_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 121 / 121 (100%)
Max absolute difference among violations: 1.49504468
Max relative difference among violations: 1.49504468
 ACTUAL: array([[ 0.025394,  0.222058,  0.609238,  0.497672,  0.354511,  0.041871,
         0.731882, -0.370673, -0.38842 , -0.11726 , -0.131466],
       [ 0.222058,  0.635692, -0.111061,  0.158848,  0.168521, -0.129045,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_itemsize_strides_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.45033643
Max relative difference among violations: 1.45033643
 ACTUAL: array([[ 0.29902 ,  0.501335,  0.272783,  0.074555,  0.132249, -0.02093 ,
         0.245842, -0.023263,  0.475552,  0.064034, -0.186375,  0.20676 ],
       [ 0.501335,  0.219159, -0.362003, -0.375209, -0.100792, -0.299124,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_itemsize_strides_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.52949911
Max relative difference among violations: 1.52949911
 ACTUAL: array([[ 0.396285, -0.118527,  0.404352,  0.024046,  0.185335,  0.491734,
        -0.084112,  0.179654, -0.282193,  0.263326, -0.229785, -0.033931],
       [-0.118527, -0.145312,  0.166583,  0.136687,  0.248487,  0.227176,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_native_byte_order_1_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 81 / 81 (100%)
Max absolute difference among violations: 1.47812065
Max relative difference among violations: 1.47812065
 ACTUAL: array([[ 0.427075,  0.052891,  0.034453,  0.178182,  0.20928 , -0.183314,
        -0.029952,  0.108337,  0.05796 ],
       [ 0.052891,  0.173273,  0.570958, -0.143117,  0.093308,  0.188859,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_native_byte_order_p_row - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 121 / 121 (100%)
Max absolute difference among violations: 1.49504468
Max relative difference among violations: 1.49504468
 ACTUAL: array([[ 0.025394,  0.222058,  0.609238,  0.497672,  0.354511,  0.041871,
         0.731882, -0.370673, -0.38842 , -0.11726 , -0.131466],
       [ 0.222058,  0.635692, -0.111061,  0.158848,  0.168521, -0.129045,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_native_byte_order_1_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.45033643
Max relative difference among violations: 1.45033643
 ACTUAL: array([[ 0.29902 ,  0.501335,  0.272783,  0.074555,  0.132249, -0.02093 ,
         0.245842, -0.023263,  0.475552,  0.064034, -0.186375,  0.20676 ],
       [ 0.501335,  0.219159, -0.362003, -0.375209, -0.100792, -0.299124,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRinsert_f::test_non_native_byte_order_p_col - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.52949911
Max relative difference among violations: 1.52949911
 ACTUAL: array([[ 0.396285, -0.118527,  0.404352,  0.024046,  0.185335,  0.491734,
        -0.084112,  0.179654, -0.282193,  0.263326, -0.229785, -0.033931],
       [-0.118527, -0.145312,  0.166583,  0.136687,  0.248487,  0.227176,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_tall_rank_1 - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.56318134
Max relative difference among violations: 1.56318134
 ACTUAL: array([[-0.054046,  0.205639, -0.123517,  0.260355,  0.474265, -0.249005,
         0.177618, -0.301207,  0.618385, -0.037394,  0.023149,  0.252298],
       [ 0.205639,  0.756895, -0.286572,  0.154587,  0.321836,  0.283857,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_tall_rank_p - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.56318134
Max relative difference among violations: 1.56318134
 ACTUAL: array([[-0.054046,  0.205639, -0.123517,  0.260355,  0.474265, -0.249005,
         0.177618, -0.301207,  0.618385, -0.037394,  0.023149,  0.252298],
       [ 0.205639,  0.756895, -0.286572,  0.154587,  0.321836,  0.283857,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_non_unit_strides_rank_1 - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.56318134
Max relative difference among violations: 1.56318134
 ACTUAL: array([[-0.054046,  0.205639, -0.123517,  0.260355,  0.474265, -0.249005,
         0.177618, -0.301207,  0.618385, -0.037394,  0.023149,  0.252298],
       [ 0.205639,  0.756895, -0.286572,  0.154587,  0.321836,  0.283857,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_non_unit_strides_rank_p - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.5197227
Max relative difference among violations: 1.5197227
 ACTUAL: array([[ 0.030667,  0.051494, -0.262698, -0.204111,  0.552454,  0.260673,
        -0.072537,  0.140756,  0.215893, -0.045971,  0.289605, -0.198233],
       [ 0.051494,  0.300886,  0.159218,  0.002972, -0.091647,  0.648182,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_neg_strides_rank_1 - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.56318134
Max relative difference among violations: 1.56318134
 ACTUAL: array([[-0.054046,  0.205639, -0.123517,  0.260355,  0.474265, -0.249005,
         0.177618, -0.301207,  0.618385, -0.037394,  0.023149,  0.252298],
       [ 0.205639,  0.756895, -0.286572,  0.154587,  0.321836,  0.283857,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_neg_strides_rank_p - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.5197227
Max relative difference among violations: 1.5197227
 ACTUAL: array([[ 0.030667,  0.051494, -0.262698, -0.204111,  0.552454,  0.260673,
        -0.072537,  0.140756,  0.215893, -0.045971,  0.289605, -0.198233],
       [ 0.051494,  0.300886,  0.159218,  0.002972, -0.091647,  0.648182,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_non_itemsize_strides_rank_1 - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.56318134
Max relative difference among violations: 1.56318134
 ACTUAL: array([[-0.054046,  0.205639, -0.123517,  0.260355,  0.474265, -0.249005,
         0.177618, -0.301207,  0.618385, -0.037394,  0.023149,  0.252298],
       [ 0.205639,  0.756895, -0.286572,  0.154587,  0.321836,  0.283857,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_non_itemsize_strides_rank_p - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.5197227
Max relative difference among violations: 1.5197227
 ACTUAL: array([[ 0.030667,  0.051494, -0.262698, -0.204111,  0.552454,  0.260673,
        -0.072537,  0.140756,  0.215893, -0.045971,  0.289605, -0.198233],
       [ 0.051494,  0.300886,  0.159218,  0.002972, -0.091647,  0.648182,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_non_native_byte_order_rank_1 - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.56318134
Max relative difference among violations: 1.56318134
 ACTUAL: array([[-0.054046,  0.205639, -0.123517,  0.260355,  0.474265, -0.249005,
         0.177618, -0.301207,  0.618385, -0.037394,  0.023149,  0.252298],
       [ 0.205639,  0.756895, -0.286572,  0.154587,  0.321836,  0.283857,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_decomp_update.py::TestQRupdate_f::test_non_native_byte_order_rank_p - AssertionError: 
Not equal to tolerance rtol=0.0001, atol=1.19209e-06

Mismatched elements: 144 / 144 (100%)
Max absolute difference among violations: 1.5197227
Max relative difference among violations: 1.5197227
 ACTUAL: array([[ 0.030667,  0.051494, -0.262698, -0.204111,  0.552454,  0.260673,
        -0.072537,  0.140756,  0.215893, -0.045971,  0.289605, -0.198233],
       [ 0.051494,  0.300886,  0.159218,  0.002972, -0.091647,  0.648182,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
       [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],...
FAILED linalg/tests/test_lapack.py::test_pftri - AssertionError: 
Arrays are not almost equal to 4 decimals

Mismatched elements: 21 / 400 (5.25%)
Max absolute difference among violations: 0.00037931
Max relative difference among violations: 0.64988735
 ACTUAL: array([[ 5.0451e-02, -1.1576e-03,  2.7290e-04, -1.5024e-03, -1.7656e-03,
        -1.3410e-03, -1.4870e-03, -7.1398e-04, -1.4734e-03, -2.5769e-03,
        -2.0850e-03, -9.8616e-04, -7.3829e-04, -1.9978e-03,  1.7069e-04,...
 DESIRED: array([[ 5.0565e-02, -1.0042e-03,  2.1366e-04, -1.5335e-03, -1.5981e-03,
        -1.4567e-03, -1.5799e-03, -5.9890e-04, -1.4266e-03, -2.5949e-03,
        -2.0850e-03, -9.8616e-04, -7.3829e-04, -1.9978e-03,  1.7069e-04,...
FAILED linalg/tests/test_lapack.py::test_sfrk_hfrk - AssertionError: 
Arrays are not almost equal to 4 decimals

Mismatched elements: 165 / 400 (41.2%)
Max absolute difference among violations: 1.14951146
Max relative difference among violations: 14.46566384
 ACTUAL: array([[ 3.9575e+01,  1.3012e+00,  5.5721e-02,  1.6919e+00,  1.3906e+00,
         1.7789e+00,  8.5231e-01,  8.1178e-01,  1.2308e+00,  2.1547e+00,
         1.7334e+00,  6.0473e-01,  2.1888e-01,  2.0501e+00, -1.1836e-01,...
 DESIRED: array([[ 3.9575e+01,  1.3012e+00,  2.2163e-01,  1.2076e+00,  1.4051e+00,
         1.8348e+00,  1.0907e+00,  1.0859e+00,  1.3009e+00,  2.1895e+00,
         1.3301e+00,  1.5722e+00,  1.7302e-01,  1.5784e+00,  1.6231e-01,...
FAILED linalg/tests/test_lapack.py::TestBlockedQR::test_geqrt_gemqrt - AssertionError: 
Not equal to tolerance rtol=0, atol=1.19209e-05

Mismatched elements: 320 / 400 (80%)
Max absolute difference among violations: 1.4186668
Max relative difference among violations: 1.4186668
 ACTUAL: array([[ 4.153938e-01,  3.214427e-01, -1.697152e-01, -2.782870e-01,
         2.549522e-01,  3.815206e-01, -1.836173e-01, -8.294257e-03,
         2.499608e-01,  1.465432e-02,  1.211796e-01, -2.663902e-01,...
 DESIRED: array([[1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
        0., 0., 0., 0.],
       [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,...
FAILED linalg/tests/test_lapack.py::TestBlockedQR::test_tpqrt_tpmqrt - AssertionError: 
Not equal to tolerance rtol=0, atol=1.19209e-05

Mismatched elements: 1024 / 1600 (64%)
Max absolute difference among violations: 1.2731317
Max relative difference among violations: 1.2731317
 ACTUAL: array([[ 3.782889e-03,  1.856932e-02,  1.523624e-02, ..., -1.549972e-01,
         2.169387e-01, -3.143149e-01],
       [ 1.856932e-02,  4.894961e-02, -5.576465e-02, ...,  2.150272e-02,...
 DESIRED: array([[1., 0., 0., ..., 0., 0., 0.],
       [0., 1., 0., ..., 0., 0., 0.],
       [0., 0., 1., ..., 0., 0., 0.],...
FAILED linalg/tests/test_lapack.py::test_pstrf - AssertionError: 
Not equal to tolerance rtol=0, atol=0.000119209

Mismatched elements: 85 / 100 (85%)
Max absolute difference among violations: 3.529682
Max relative difference among violations: 1.4060138
 ACTUAL: array([[3.487075, 2.2597  , 1.555289, 2.763015, 3.431685, 2.046993,
        2.797032, 2.700427, 3.422926, 2.103169],
       [2.2597  , 2.130606, 1.477844, 1.633565, 2.117459, 1.866201,...
 DESIRED: array([[3.487075, 2.2597  , 1.555289, 2.763015, 3.431685, 2.046993,
        2.797032, 2.700427, 0.      , 0.      ],
       [2.2597  , 2.38366 , 1.007861, 2.456765, 2.693789, 1.169568,...
FAILED linalg/tests/test_lapack.py::test_pstf2 - AssertionError: 
Not equal to tolerance rtol=0, atol=0.000119209

Mismatched elements: 85 / 100 (85%)
Max absolute difference among violations: 3.529682
Max relative difference among violations: 1.4060138
 ACTUAL: array([[3.487075, 2.2597  , 1.555289, 2.763015, 3.431685, 2.046993,
        2.797032, 2.700427, 3.422926, 2.103169],
       [2.2597  , 2.130606, 1.477844, 1.633565, 2.117459, 1.866201,...
 DESIRED: array([[3.487075, 2.2597  , 1.555289, 2.763015, 3.431685, 2.046993,
        2.797032, 2.700427, 0.      , 0.      ],
       [2.2597  , 2.38366 , 1.007861, 2.456765, 2.693789, 1.169568,...
FAILED sparse/linalg/_isolve/tests/test_iterative.py::test_x0_equals_Mb[nonsymposdef-bicgstab] - assert -10 == 0
= 61 failed, 47087 passed, 2404 skipped, 153 xfailed, 14 xpassed, 1 warning in 6478.33s (1:47:58) =
WARNING: Tests failed for scipy-tests-1.13.1-py312h592d862_0.conda - moving package to /home/conda/feedstock_root/build_artifacts/broken
TESTS FAILED: scipy-tests-1.13.1-py312h592d862_0.conda

win + openblas + avx2: 4-9 failures

=========================== short test summary info ===========================
FAILED interpolate/tests/test_interpnd.py::TestCloughTocher2DInterpolator::test_dense
FAILED linalg/tests/test_basic.py::TestLstsq::test_random_complex_exact
FAILED spatial/tests/test_qhull.py::TestUtilities::test_more_barycentric_transforms
FAILED sparse/linalg/tests/test_propack.py::test_examples[False-float32]
FAILED sparse/linalg/tests/test_propack.py::test_examples[False-complex64]
FAILED sparse/linalg/tests/test_propack.py::test_examples[False-complex128]
FAILED sparse/linalg/tests/test_propack.py::test_examples[True-float32]
FAILED sparse/linalg/tests/test_propack.py::test_examples[True-float64]
FAILED sparse/linalg/tests/test_propack.py::test_examples[True-complex128]
= 9 failed, 61573 passed, 2453 skipped, 264 xfailed, 15 xpassed, 1 warning in 5457.15s (1:30:57) =

win + openblas + avx512: 2-4 failures

=========================== short test summary info ===========================
FAILED interpolate/tests/test_interpnd.py::TestCloughTocher2DInterpolator::test_dense
FAILED spatial/tests/test_qhull.py::TestUtilities::test_degenerate_barycentric_transforms
FAILED sparse/linalg/tests/test_propack.py::test_examples[False-float64]
FAILED spatial/tests/test_qhull.py::TestUtilities::test_more_barycentric_transforms
= 4 failed, 61580 passed, 2453 skipped, 264 xfailed, 15 xpassed, 1 warning in 5531.30s (1:32:11) =

test for all blas variants

81afd1b

h-vetinari force-pushed the 1.13_blas_vars branch from f1af0ac to 7511e24 Compare June 12, 2024 22:49

h-vetinari added 6 commits June 13, 2024 11:38

distinguish mkl/openblas runs for avx512 presence/absence

e214756

enable setting pagefile size on windows

a1967c8

unskip some tests

74f2fe8

show log for running tests on bare scipy in case of failure

2bc8932

TST: don't build for osx-arm, no tests are run there

714bdb5

MNT: Re-rendered with conda-build 24.5.1, conda-smithy 3.36.2, and co…

368fe1d

…nda-forge-pinning 2024.06.12.07.10.11

h-vetinari force-pushed the 1.13_blas_vars branch from 7511e24 to 368fe1d Compare June 13, 2024 00:38

backport some minor tolerance fixes

9025af8

h-vetinari mentioned this pull request Jun 14, 2024

OpenBLAS on windows substantially slower than other BLAS flavours conda-forge/openblas-feedstock#160

Open

h-vetinari added 3 commits June 14, 2024 22:18

try patch for debugging test_nnls_inner_loop_case1

83c6fd2

debug: restrict CI runs to MKL

c19eea6

debug bicgstab

f7334d0

h-vetinari force-pushed the 1.13_blas_vars branch from 1015e6f to f7334d0 Compare June 16, 2024 03:08

more debug for bicgstab

c0ae7d1

h-vetinari mentioned this pull request Jun 25, 2024

TEST: 1.14.x + blas variants #280

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TEST: 1.13.x + blas variants #273

TEST: 1.13.x + blas variants #273

h-vetinari commented Apr 12, 2024

conda-forge-webservices bot commented Apr 12, 2024

h-vetinari commented Apr 14, 2024 •

edited

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isuruf commented Jun 13, 2024

h-vetinari commented Jun 14, 2024 •

edited

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TEST: 1.13.x + blas variants #273

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TEST: 1.13.x + blas variants #273

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h-vetinari commented Apr 12, 2024

conda-forge-webservices bot commented Apr 12, 2024

h-vetinari commented Apr 14, 2024 • edited Loading

Scipy 1.13.0

TL;DR: New failures across the board, though restricted to 1-2 failures each

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The curious case of test_x0_equals_Mb[nonsymposdef-bicgstab]

isuruf commented Jun 13, 2024

h-vetinari commented Jun 14, 2024 • edited Loading

Scipy 1.13.1, numpy 2.0

TL;DR: Down to 1-2 relevant test failures overall

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h-vetinari commented Apr 14, 2024 •

edited

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The curious case of `test_x0_equals_Mb[nonsymposdef-bicgstab]`

h-vetinari commented Jun 14, 2024 •

edited

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