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import
random
import
pytest
import
arrayfire_wrapper
.
dtypes
as
dtype
import
arrayfire_wrapper
.
lib
as
wrapper
from
tests
.
utility_functions
import
check_type_supported
,
get_all_types
@
pytest
.
mark
.
parametrize
(
"shape"
,
[
(),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
],
)
@
pytest
.
mark
.
parametrize
(
"dtype_name"
,
get_all_types
())
def
test_cbrt_shape_dtypes
(
shape
:
tuple
,
dtype_name
:
dtype
.
Dtype
)
->
None
:
"""Test cube root operation across all supported data types."""
check_type_supported
(
dtype_name
)
values
=
wrapper
.
randu
(
shape
,
dtype_name
)
result
=
wrapper
.
cbrt
(
values
)
assert
wrapper
.
get_dims
(
result
)[
0
:
len
(
shape
)]
==
shape
,
f"failed for shape:
{
shape
}
"
# noqa
@
pytest
.
mark
.
parametrize
(
"invdtypes"
,
[
dtype
.
c64
,
dtype
.
f64
,
],
)
def
test_cbrt_unsupported_dtypes
(
invdtypes
:
dtype
.
Dtype
)
->
None
:
"""Test cube root operation for unsupported data types."""
with
pytest
.
raises
(
RuntimeError
):
wrapper
.
cbrt
(
wrapper
.
randu
((
10
,),
invdtypes
))
@
pytest
.
mark
.
parametrize
(
"shape"
,
[
(),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
],
)
@
pytest
.
mark
.
parametrize
(
"dtype_name"
,
get_all_types
())
def
test_erf_shape_dtypes
(
shape
:
tuple
,
dtype_name
:
dtype
.
Dtype
)
->
None
:
"""Test gaussian error operation across all supported data types."""
check_type_supported
(
dtype_name
)
values
=
wrapper
.
randu
(
shape
,
dtype_name
)
result
=
wrapper
.
erf
(
values
)
assert
wrapper
.
get_dims
(
result
)[
0
:
len
(
shape
)]
==
shape
,
f"failed for shape:
{
shape
}
"
# noqa
@
pytest
.
mark
.
parametrize
(
"invdtypes"
,
[
dtype
.
c64
,
dtype
.
f64
,
],
)
def
test_erf_unsupported_dtypes
(
invdtypes
:
dtype
.
Dtype
)
->
None
:
"""Test gaussian error operation for unsupported data types."""
with
pytest
.
raises
(
RuntimeError
):
wrapper
.
erf
(
wrapper
.
randu
((
10
,),
invdtypes
))
@
pytest
.
mark
.
parametrize
(
"shape"
,
[
(),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
],
)
@
pytest
.
mark
.
parametrize
(
"dtype_name"
,
get_all_types
())
def
test_erfc_shape_dtypes
(
shape
:
tuple
,
dtype_name
:
dtype
.
Dtype
)
->
None
:
"""Test gaussian error complement operation across all supported data types."""
check_type_supported
(
dtype_name
)
values
=
wrapper
.
randu
(
shape
,
dtype_name
)
result
=
wrapper
.
erfc
(
values
)
assert
wrapper
.
get_dims
(
result
)[
0
:
len
(
shape
)]
==
shape
,
f"failed for shape:
{
shape
}
"
# noqa
@
pytest
.
mark
.
parametrize
(
"invdtypes"
,
[
dtype
.
c64
,
dtype
.
f64
,
],
)
def
test_erfc_unsupported_dtypes
(
invdtypes
:
dtype
.
Dtype
)
->
None
:
"""Test gaussian error complement operation for unsupported data types."""
with
pytest
.
raises
(
RuntimeError
):
wrapper
.
erfc
(
wrapper
.
randu
((
10
,),
invdtypes
))
@
pytest
.
mark
.
parametrize
(
"shape"
,
[
(),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
],
)
@
pytest
.
mark
.
parametrize
(
"dtype_name"
,
get_all_types
())
def
test_exp_shape_dtypes
(
shape
:
tuple
,
dtype_name
:
dtype
.
Dtype
)
->
None
:
"""Test exponent operation across all supported data types."""
check_type_supported
(
dtype_name
)
values
=
wrapper
.
randu
(
shape
,
dtype_name
)
result
=
wrapper
.
exp
(
values
)
assert
wrapper
.
get_dims
(
result
)[
0
:
len
(
shape
)]
==
shape
,
f"failed for shape:
{
shape
}
"
# noqa
@
pytest
.
mark
.
parametrize
(
"invdtypes"
,
[
dtype
.
c64
,
dtype
.
f64
,
],
)
def
test_exp_unsupported_dtypes
(
invdtypes
:
dtype
.
Dtype
)
->
None
:
"""Test exponent operation for unsupported data types."""
with
pytest
.
raises
(
RuntimeError
):
wrapper
.
exp
(
wrapper
.
randu
((
10
,),
invdtypes
))
@
pytest
.
mark
.
parametrize
(
"shape"
,
[
(),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
],
)
@
pytest
.
mark
.
parametrize
(
"dtype_name"
,
get_all_types
())
def
test_exp1_shape_dtypes
(
shape
:
tuple
,
dtype_name
:
dtype
.
Dtype
)
->
None
:
"""Test exponent - 1 operation across all supported data types."""
check_type_supported
(
dtype_name
)
values
=
wrapper
.
randu
(
shape
,
dtype_name
)
result
=
wrapper
.
expm1
(
values
)
assert
wrapper
.
get_dims
(
result
)[
0
:
len
(
shape
)]
==
shape
,
f"failed for shape:
{
shape
}
"
# noqa
@
pytest
.
mark
.
parametrize
(
"invdtypes"
,
[
dtype
.
c64
,
dtype
.
f64
,
],
)
def
test_expm1_unsupported_dtypes
(
invdtypes
:
dtype
.
Dtype
)
->
None
:
"""Test exponent - 1 operation for unsupported data types."""
with
pytest
.
raises
(
RuntimeError
):
wrapper
.
expm1
(
wrapper
.
randu
((
10
,),
invdtypes
))
@
pytest
.
mark
.
parametrize
(
"shape"
,
[
(),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
],
)
@
pytest
.
mark
.
parametrize
(
"dtype_name"
,
get_all_types
())
def
test_fac_shape_dtypes
(
shape
:
tuple
,
dtype_name
:
dtype
.
Dtype
)
->
None
:
"""Test exponent operation across all supported data types."""
check_type_supported
(
dtype_name
)
values
=
wrapper
.
randu
(
shape
,
dtype_name
)
result
=
wrapper
.
factorial
(
values
)
assert
wrapper
.
get_dims
(
result
)[
0
:
len
(
shape
)]
==
shape
,
f"failed for shape:
{
shape
}
"
# noqa
@
pytest
.
mark
.
parametrize
(
"invdtypes"
,
[
dtype
.
c64
,
dtype
.
f64
,
],
)
def
test_fac_unsupported_dtypes
(
invdtypes
:
dtype
.
Dtype
)
->
None
:
"""Test exponent operation for unsupported data types."""
with
pytest
.
raises
(
RuntimeError
):
wrapper
.
factorial
(
wrapper
.
randu
((
10
,),
invdtypes
))
@
pytest
.
mark
.
parametrize
(
"shape"
,
[
(),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
],
)
@
pytest
.
mark
.
parametrize
(
"dtype_name"
,
get_all_types
())
def
test_lgamma_shape_dtypes
(
shape
:
tuple
,
dtype_name
:
dtype
.
Dtype
)
->
None
:
"""Test lgamma operation across all supported data types."""
check_type_supported
(
dtype_name
)
values
=
wrapper
.
randu
(
shape
,
dtype_name
)
result
=
wrapper
.
lgamma
(
values
)
assert
wrapper
.
get_dims
(
result
)[
0
:
len
(
shape
)]
==
shape
,
f"failed for shape:
{
shape
}
"
# noqa
@
pytest
.
mark
.
parametrize
(
"invdtypes"
,
[
dtype
.
c64
,
dtype
.
f64
,
],
)
def
test_lgamma_unsupported_dtypes
(
invdtypes
:
dtype
.
Dtype
)
->
None
:
"""Test lgamma operation for unsupported data types."""
with
pytest
.
raises
(
RuntimeError
):
wrapper
.
lgamma
(
wrapper
.
randu
((
10
,),
invdtypes
))
@
pytest
.
mark
.
parametrize
(
"shape"
,
[
(),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
],
)
@
pytest
.
mark
.
parametrize
(
"dtype_name"
,
get_all_types
())
def
test_log_shape_dtypes
(
shape
:
tuple
,
dtype_name
:
dtype
.
Dtype
)
->
None
:
"""Test log operation across all supported data types."""
check_type_supported
(
dtype_name
)
values
=
wrapper
.
randu
(
shape
,
dtype_name
)
result
=
wrapper
.
log
(
values
)
assert
wrapper
.
get_dims
(
result
)[
0
:
len
(
shape
)]
==
shape
,
f"failed for shape:
{
shape
}
"
# noqa
@
pytest
.
mark
.
parametrize
(
"invdtypes"
,
[
dtype
.
c64
,
dtype
.
f64
,
],
)
def
test_log_unsupported_dtypes
(
invdtypes
:
dtype
.
Dtype
)
->
None
:
"""Test log operation for unsupported data types."""
with
pytest
.
raises
(
RuntimeError
):
wrapper
.
log
(
wrapper
.
randu
((
10
,),
invdtypes
))
@
pytest
.
mark
.
parametrize
(
"shape"
,
[
(),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
],
)
@
pytest
.
mark
.
parametrize
(
"dtype_name"
,
get_all_types
())
def
test_log10_shape_dtypes
(
shape
:
tuple
,
dtype_name
:
dtype
.
Dtype
)
->
None
:
"""Test log10 operation across all supported data types."""
check_type_supported
(
dtype_name
)
values
=
wrapper
.
randu
(
shape
,
dtype_name
)
result
=
wrapper
.
log10
(
values
)
assert
wrapper
.
get_dims
(
result
)[
0
:
len
(
shape
)]
==
shape
,
f"failed for shape:
{
shape
}
"
# noqa
@
pytest
.
mark
.
parametrize
(
"invdtypes"
,
[
dtype
.
c64
,
dtype
.
f64
,
],
)
def
test_log10_unsupported_dtypes
(
invdtypes
:
dtype
.
Dtype
)
->
None
:
"""Test log10 operation for unsupported data types."""
with
pytest
.
raises
(
RuntimeError
):
wrapper
.
log10
(
wrapper
.
randu
((
10
,),
invdtypes
))
@
pytest
.
mark
.
parametrize
(
"shape"
,
[
(),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
],
)
@
pytest
.
mark
.
parametrize
(
"dtype_name"
,
get_all_types
())
def
test_log1p_shape_dtypes
(
shape
:
tuple
,
dtype_name
:
dtype
.
Dtype
)
->
None
:
"""Test natural logarithm of 1 + input operation across all supported data types."""
check_type_supported
(
dtype_name
)
values
=
wrapper
.
randu
(
shape
,
dtype_name
)
result
=
wrapper
.
log1p
(
values
)
assert
wrapper
.
get_dims
(
result
)[
0
:
len
(
shape
)]
==
shape
,
f"failed for shape:
{
shape
}
"
# noqa
@
pytest
.
mark
.
parametrize
(
"invdtypes"
,
[
dtype
.
c64
,
dtype
.
f64
,
],
)
def
test_log1p_unsupported_dtypes
(
invdtypes
:
dtype
.
Dtype
)
->
None
:
"""Test logarithm of 1 + input operation for unsupported data types."""
with
pytest
.
raises
(
RuntimeError
):
wrapper
.
log1p
(
wrapper
.
randu
((
10
,),
invdtypes
))
@
pytest
.
mark
.
parametrize
(
"shape"
,
[
(),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
],
)
@
pytest
.
mark
.
parametrize
(
"dtype_name"
,
get_all_types
())
def
test_log2_shape_dtypes
(
shape
:
tuple
,
dtype_name
:
dtype
.
Dtype
)
->
None
:
"""Test log2 operation across all supported data types."""
check_type_supported
(
dtype_name
)
values
=
wrapper
.
randu
(
shape
,
dtype_name
)
result
=
wrapper
.
log2
(
values
)
assert
wrapper
.
get_dims
(
result
)[
0
:
len
(
shape
)]
==
shape
,
f"failed for shape:
{
shape
}
"
# noqa
@
pytest
.
mark
.
parametrize
(
"invdtypes"
,
[
dtype
.
c64
,
dtype
.
f64
,
],
)
def
test_log2_unsupported_dtypes
(
invdtypes
:
dtype
.
Dtype
)
->
None
:
"""Test log2 operation for unsupported data types."""
with
pytest
.
raises
(
RuntimeError
):
wrapper
.
log2
(
wrapper
.
randu
((
10
,),
invdtypes
))
@
pytest
.
mark
.
parametrize
(
"shape"
,
[
(),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
],
)
@
pytest
.
mark
.
parametrize
(
"dtype_name"
,
get_all_types
())
def
test_pow_shape_dtypes
(
shape
:
tuple
,
dtype_name
:
dtype
.
Dtype
)
->
None
:
"""Test power operation across all supported data types."""
check_type_supported
(
dtype_name
)
lhs
=
wrapper
.
randu
(
shape
,
dtype_name
)
rhs
=
wrapper
.
randu
(
shape
,
dtype_name
)
result
=
wrapper
.
pow
(
lhs
,
rhs
)
assert
wrapper
.
get_dims
(
result
)[
0
:
len
(
shape
)]
==
shape
,
f"failed for shape:
{
shape
}
"
# noqa
@
pytest
.
mark
.
parametrize
(
"invdtypes"
,
[
dtype
.
c64
,
dtype
.
f64
,
],
)
def
test_pow_unsupported_dtypes
(
invdtypes
:
dtype
.
Dtype
)
->
None
:
"""Test power operation for unsupported data types."""
with
pytest
.
raises
(
RuntimeError
):
wrapper
.
pow
(
wrapper
.
randu
((
10
,
10
),
invdtypes
),
wrapper
.
randu
((
10
,
10
),
invdtypes
))
@
pytest
.
mark
.
parametrize
(
"shape"
,
[
(),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
],
)
@
pytest
.
mark
.
parametrize
(
"dtype_name"
,
get_all_types
())
def
test_root_shape_dtypes
(
shape
:
tuple
,
dtype_name
:
dtype
.
Dtype
)
->
None
:
"""Test root operation across all supported data types."""
check_type_supported
(
dtype_name
)
lhs
=
wrapper
.
randu
(
shape
,
dtype_name
)
rhs
=
wrapper
.
randu
(
shape
,
dtype_name
)
result
=
wrapper
.
root
(
lhs
,
rhs
)
assert
wrapper
.
get_dims
(
result
)[
0
:
len
(
shape
)]
==
shape
,
f"failed for shape:
{
shape
}
"
# noqa
@
pytest
.
mark
.
parametrize
(
"invdtypes"
,
[
dtype
.
c64
,
dtype
.
f64
,
],
)
def
test_root_unsupported_dtypes
(
invdtypes
:
dtype
.
Dtype
)
->
None
:
"""Test root operation for unsupported data types."""
with
pytest
.
raises
(
RuntimeError
):
wrapper
.
root
(
wrapper
.
randu
((
10
,
10
),
invdtypes
),
wrapper
.
randu
((
10
,
10
),
invdtypes
))
@
pytest
.
mark
.
parametrize
(
"shape"
,
[
(),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
],
)
@
pytest
.
mark
.
parametrize
(
"dtype_name"
,
get_all_types
())
def
test_pow2_shape_dtypes
(
shape
:
tuple
,
dtype_name
:
dtype
.
Dtype
)
->
None
:
"""Test 2 to power operation across all supported data types."""
check_type_supported
(
dtype_name
)
values
=
wrapper
.
randu
(
shape
,
dtype_name
)
result
=
wrapper
.
pow2
(
values
)
assert
wrapper
.
get_dims
(
result
)[
0
:
len
(
shape
)]
==
shape
,
f"failed for shape:
{
shape
}
"
# noqa
@
pytest
.
mark
.
parametrize
(
"invdtypes"
,
[
dtype
.
c64
,
dtype
.
f64
,
],
)
def
test_pow2_unsupported_dtypes
(
invdtypes
:
dtype
.
Dtype
)
->
None
:
"""Test 2 to power operation for unsupported data types."""
with
pytest
.
raises
(
RuntimeError
):
wrapper
.
pow2
(
wrapper
.
randu
((
10
,),
invdtypes
))
@
pytest
.
mark
.
parametrize
(
"shape"
,
[
(),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
],
)
@
pytest
.
mark
.
parametrize
(
"dtype_name"
,
get_all_types
())
def
test_rsqrt_shape_dtypes
(
shape
:
tuple
,
dtype_name
:
dtype
.
Dtype
)
->
None
:
"""Test reciprocal square root operation across all supported data types."""
check_type_supported
(
dtype_name
)
values
=
wrapper
.
randu
(
shape
,
dtype_name
)
result
=
wrapper
.
rsqrt
(
values
)
assert
wrapper
.
get_dims
(
result
)[
0
:
len
(
shape
)]
==
shape
,
f"failed for shape:
{
shape
}
"
# noqa
@
pytest
.
mark
.
parametrize
(
"invdtypes"
,
[
dtype
.
c64
,
dtype
.
f64
,
],
)
def
test_rsqrt_unsupported_dtypes
(
invdtypes
:
dtype
.
Dtype
)
->
None
:
"""Test reciprocal square root operation for unsupported data types."""
with
pytest
.
raises
(
RuntimeError
):
wrapper
.
rsqrt
(
wrapper
.
randu
((
10
,),
invdtypes
))
@
pytest
.
mark
.
parametrize
(
"shape"
,
[
(),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
],
)
@
pytest
.
mark
.
parametrize
(
"dtype_name"
,
get_all_types
())
def
test_sqrt_shape_dtypes
(
shape
:
tuple
,
dtype_name
:
dtype
.
Dtype
)
->
None
:
"""Test square root operation across all supported data types."""
check_type_supported
(
dtype_name
)
values
=
wrapper
.
randu
(
shape
,
dtype_name
)
result
=
wrapper
.
sqrt
(
values
)
assert
wrapper
.
get_dims
(
result
)[
0
:
len
(
shape
)]
==
shape
,
f"failed for shape:
{
shape
}
"
# noqa
@
pytest
.
mark
.
parametrize
(
"invdtypes"
,
[
dtype
.
c64
,
dtype
.
f64
,
],
)
def
test_sqrt_unsupported_dtypes
(
invdtypes
:
dtype
.
Dtype
)
->
None
:
"""Test square root operation for unsupported data types."""
with
pytest
.
raises
(
RuntimeError
):
wrapper
.
sqrt
(
wrapper
.
randu
((
10
,),
invdtypes
))
@
pytest
.
mark
.
parametrize
(
"shape"
,
[
(),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
],
)
@
pytest
.
mark
.
parametrize
(
"dtype_name"
,
get_all_types
())
def
test_tgamma_shape_dtypes
(
shape
:
tuple
,
dtype_name
:
dtype
.
Dtype
)
->
None
:
"""Test gamma operation across all supported data types."""
check_type_supported
(
dtype_name
)
values
=
wrapper
.
randu
(
shape
,
dtype_name
)
result
=
wrapper
.
tgamma
(
values
)
assert
wrapper
.
get_dims
(
result
)[
0
:
len
(
shape
)]
==
shape
,
f"failed for shape:
{
shape
}
"
# noqa
@
pytest
.
mark
.
parametrize
(
"invdtypes"
,
[
dtype
.
c64
,
dtype
.
f64
,
],
)
def
test_tgamma_unsupported_dtypes
(
invdtypes
:
dtype
.
Dtype
)
->
None
:
"""Test gamma operation for unsupported data types."""
with
pytest
.
raises
(
RuntimeError
):
wrapper
.
tgamma
(
wrapper
.
randu
((
10
,),
invdtypes
))
@
pytest
.
mark
.
parametrize
(
"shape"
,
[
(),
(
random
.
randint
(
1
,
10
),),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
(
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
),
random
.
randint
(
1
,
10
)),
],
)
@
pytest
.
mark
.
parametrize
(
"dtype_name"
,
get_all_types
())
def
test_sigmoid_shape_dtypes
(
shape
:
tuple
,
dtype_name
:
dtype
.
Dtype
)
->
None
:
"""Test sigmoid operation across all supported data types."""
check_type_supported
(
dtype_name
)
values
=
wrapper
.
randu
(
shape
,
dtype_name
)
result
=
wrapper
.
sigmoid
(
values
)
assert
wrapper
.
get_dims
(
result
)[
0
:
len
(
shape
)]
==
shape
,
f"failed for shape:
{
shape
}
"
# noqa
@
pytest
.
mark
.
parametrize
(
"invdtypes"
,
[
dtype
.
c64
,
dtype
.
f64
,
],
)
def
test_sigmoid_unsupported_dtypes
(
invdtypes
:
dtype
.
Dtype
)
->
None
:
"""Test sigmoid operation for unsupported data types."""
with
pytest
.
raises
(
RuntimeError
):
wrapper
.
sigmoid
(
wrapper
.
randu
((
10
,),
invdtypes
))
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