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Enable float32 data type in linalg cholesky test #20508

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Enable float32 data type in linalg cholesky test #20508

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945217a
Enable float32 data type
mozga-intel Aug 10, 2021
5849522
Float32/float64 data type is set on
mozga-intel Aug 10, 2021
dbdc367
Merge remote-tracking branch 'origin/master' into mozga-intel/linalg_…
mozga-intel Aug 13, 2021
70d9c08
Set: rtol and atol for cholesky test
mozga-intel Sep 6, 2021
1e0cac0
Merge remote-tracking branch 'origin/master' into mozga-intel/linalg_…
mozga-intel Sep 6, 2021
7adb68b
1e-2, atol and rtol error tollerance
mozga-intel Sep 6, 2021
a75a6dd
Rtol and Atol, less restricted value
mozga-intel Oct 15, 2021
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12 changes: 7 additions & 5 deletions tests/python/unittest/test_numpy_interoperability.py
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Original file line number Diff line number Diff line change
Expand Up @@ -527,12 +527,13 @@ def _add_workload_linalg_cholesky():
for shape, dtype in itertools.product(shapes, dtypes):
a = _np.random.randn(*shape)

t = list(range(len(shape)))
t[-2:] = -1, -2
t = list(range(len(shape)))
t[-2:] = -1, -2

a = _np.matmul(a.transpose(t).conj(), a)
a = _np.matmul(a.transpose(t).conj(), a)
a = _np.asarray(a, dtype=dtype)

OpArgMngr.add_workload('linalg.cholesky', np.array(a, dtype=dtype))
OpArgMngr.add_workload('linalg.cholesky', np.array(a, dtype=dtype))

# test_0_size
for dtype in dtypes:
Expand Down Expand Up @@ -3306,7 +3307,8 @@ def check_interoperability(op_list):
continue
default_tols = (1e-3, 1e-4)
tols = {'linalg.tensorinv': (1e-2, 5e-3),
'linalg.solve': (1e-3, 5e-2)}
'linalg.solve': (1e-3, 5e-2),
'linalg.cholesky': (1e-1, 1e-1)}
(rel_tol, abs_tol) = tols.get(name, default_tols)
print('Dispatch test:', name)
workloads = OpArgMngr.get_workloads(name)
Expand Down