Alexander-Makaryev

Previously we had not functionality to process specialized templates in our code generator. That is why we skipped this algorithm. Today it should be possible to add it. First of...

SVD spmd with leftSingularMatrix param throws RuntimeError

2

version 2019.5 Linux ``` import daal4py as d4p import numpy as np import os, os.path # initialized DAAL4Py d4p.daalinit() fn = os.path.join('data', 'X_' + str( d4p.my_procid() ) + '.csv') X...

adding parameters for device context and patching of Scikit-Learn

4

This is initial suggestion in purpose to start the discussion. Parameters for device context and Scikit-Learn patching are added. Some benchmarks are changed in purpose to use new parameters.

oneDPL/PSTL (one of components in oneAPI) has incompatible changes in 2021.4 version. Look into https://github.com/IntelPython/dpnp/pull/982 for details.

arange func: support negative inputs

1

Original Numpy is able to work with negative inputs. It should be easy enough to support at least some cases. Please look into changes of PR #773 for more details.

linalg.cholesky tests fail on GPU

1

linalg.cholesky tests fail on GPU. I marked these tests as skipped in this PR https://github.com/IntelPython/dpnp/pull/553. Need to be fixed, then return tests.

`eig`, `eigvals`, `svd` functions give SegFault in the end of program execution (freeing resources)

1

``` $ DPNP_QUEUE_GPU=1 pytest tests/test_linalg.py ============================================================================================================ test session starts ============================================================================================================ platform linux -- Python 3.7.7, pytest-5.4.3, py-1.9.0, pluggy-0.13.1 rootdir: /localdisk/work/amakarye/git/dpnp, inifile: setup.cfg plugins: hypothesis-6.1.1 collecting ... DPNP: current queue is...

Gumbel distribution in random gives SegFault in the end of program execution (freeing resources)

2

``` $ pytest tests/test_random.py::TestDistributionsGumbel ============================================================================================================ test session starts ============================================================================================================ platform linux -- Python 3.7.7, pytest-5.4.3, py-1.9.0, pluggy-0.13.1 rootdir: /localdisk/work/amakarye/git/dpnp, inifile: setup.cfg plugins: hypothesis-6.1.1 collecting ... DPNP: current queue is CPU:...

``` $ DPNP_QUEUE_GPU=1 pytest tests/third_party/cupy/statistics_tests/test_correlation.py ============================================================================================================ test session starts ============================================================================================================ platform linux -- Python 3.7.7, pytest-5.4.3, py-1.9.0, pluggy-0.13.1 rootdir: /localdisk/work/amakarye/git/dpnp, inifile: setup.cfg plugins: hypothesis-6.1.1 collecting ... DPNP: current queue is...