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fix(frontend): remove @handle_out_argument from torch.complex
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dettmerramon committed Sep 9, 2023
1 parent 10a01ed commit 13113f2
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Showing 2 changed files with 82 additions and 84 deletions.
58 changes: 28 additions & 30 deletions ivy/functional/frontends/torch/creation_ops.py
Original file line number Diff line number Diff line change
Expand Up @@ -7,7 +7,6 @@
from ivy.func_wrapper import (
with_unsupported_dtypes,
with_supported_dtypes,
handle_out_argument,
)
import ivy.functional.frontends.torch as torch_frontend

Expand Down Expand Up @@ -75,6 +74,24 @@ def asarray(
return ivy.asarray(obj, copy=copy, dtype=dtype, device=device)


@with_supported_dtypes({"2.0.1 and below": ("float32", "float64")}, "torch")
@to_ivy_arrays_and_back
def complex(
real,
imag,
*,
out=None,
):
assert real.dtype == imag.dtype, ValueError(
"Expected real and imag to have the same dtype, "
f" but got real.dtype = {real.dtype} and imag.dtype = {imag.dtype}."
)

complex_dtype = ivy.complex64 if real.dtype != ivy.float64 else ivy.complex128
complex_array = real + imag * 1j
return complex_array.astype(complex_dtype, out=out)


@to_ivy_arrays_and_back
def empty(
*args,
Expand Down Expand Up @@ -238,6 +255,16 @@ def ones_like_v_0p4p0_and_above(
return ret


@with_supported_dtypes({"2.0.1 and below": ("float32", "float64")}, "torch")
def polar(
abs,
angle,
*,
out=None,
):
return complex(abs * angle.cos(), abs * angle.sin(), out=out)


@to_ivy_arrays_and_back
@with_unsupported_dtypes({"2.0.1 and below": ("float16",)}, "torch")
def range(
Expand Down Expand Up @@ -312,32 +339,3 @@ def zeros_like(
):
ret = ivy.zeros_like(input, dtype=dtype, device=device)
return ret


@with_supported_dtypes({"2.0.1 and below": ("float32", "float64")}, "torch")
@to_ivy_arrays_and_back
@handle_out_argument
def complex(
real,
imag,
*,
out=None,
):
assert real.dtype == imag.dtype, ValueError(
f"Expected real and imag to have the same dtype, "
" but got real.dtype = {real.dtype} and imag.dtype = {imag.dtype}."
)

complex_dtype = ivy.complex64 if real.dtype != ivy.float64 else ivy.complex128
complex_array = real + imag * 1j
return complex_array.astype(complex_dtype)


@with_supported_dtypes({"2.0.1 and below": ("float32", "float64")}, "torch")
def polar(
abs,
angle,
*,
out=None,
):
return complex(abs * angle.cos(), abs * angle.sin(), out=out)
108 changes: 54 additions & 54 deletions ivy_tests/test_ivy/test_frontends/test_torch/test_creation_ops.py
Original file line number Diff line number Diff line change
Expand Up @@ -150,6 +150,60 @@ def _start_stop_step(draw):
# ------------ #


# complex
@handle_frontend_test(
fn_tree="torch.complex",
dtype_and_x=helpers.dtype_and_values(available_dtypes=helpers.get_dtypes("float")),
)
def test_complex(
*,
dtype_and_x,
on_device,
fn_tree,
frontend,
test_flags,
backend_fw,
):
input_dtype, input = dtype_and_x
helpers.test_frontend_function(
input_dtypes=input_dtype,
backend_to_test=backend_fw,
frontend=frontend,
test_flags=test_flags,
fn_tree=fn_tree,
on_device=on_device,
real=input[0],
imag=input[0],
)


# polar
@handle_frontend_test(
fn_tree="torch.polar",
dtype_and_x=helpers.dtype_and_values(available_dtypes=helpers.get_dtypes("float")),
)
def test_polar(
*,
dtype_and_x,
on_device,
fn_tree,
frontend,
test_flags,
backend_fw,
):
input_dtype, input = dtype_and_x
helpers.test_frontend_function(
input_dtypes=input_dtype,
backend_to_test=backend_fw,
frontend=frontend,
test_flags=test_flags,
fn_tree=fn_tree,
on_device=on_device,
abs=input[0],
angle=input[0],
)


# arange
@handle_frontend_test(
fn_tree="torch.arange",
Expand Down Expand Up @@ -830,57 +884,3 @@ def test_torch_zeros_like(
dtype=dtype[0],
device=on_device,
)


# complex
@handle_frontend_test(
fn_tree="torch.complex",
dtype_and_x=helpers.dtype_and_values(available_dtypes=helpers.get_dtypes("float")),
)
def test_complex(
*,
dtype_and_x,
on_device,
fn_tree,
frontend,
test_flags,
backend_fw,
):
input_dtype, input = dtype_and_x
helpers.test_frontend_function(
input_dtypes=input_dtype,
backend_to_test=backend_fw,
frontend=frontend,
test_flags=test_flags,
fn_tree=fn_tree,
on_device=on_device,
real=input[0],
imag=input[0],
)


# polar
@handle_frontend_test(
fn_tree="torch.polar",
dtype_and_x=helpers.dtype_and_values(available_dtypes=helpers.get_dtypes("float")),
)
def test_polar(
*,
dtype_and_x,
on_device,
fn_tree,
frontend,
test_flags,
backend_fw,
):
input_dtype, input = dtype_and_x
helpers.test_frontend_function(
input_dtypes=input_dtype,
backend_to_test=backend_fw,
frontend=frontend,
test_flags=test_flags,
fn_tree=fn_tree,
on_device=on_device,
abs=input[0],
angle=input[0],
)

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