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_Shape.array_shape(np.dtype(singular_vals_dtype), (min(m, n),), (0,)),
_Shape.array_shape(dtype, (n, n), (1, 0)),
_Shape.array_shape(dtype, (m, m), (1, 0)),
_Shape.array_shape(np.dtype(np.int32), (), ()),
_Shape.array_shape(dtype, (lwork,), (0,)),
)),
operand_shapes_with_layout=(
_Shape.array_shape(dtype, (m, n), (1, 0)),
),
opaque=opaque)
s = c.GetTupleElement(out, 1)
vt = c.GetTupleElement(out, 2)
u = c.GetTupleElement(out, 3)
info = c.GetTupleElement(out, 4)
else:
lwork, opaque = cusolver_kernels.build_gesvd_descriptor(
np.dtype(dtype), b, m, n, compute_uv, full_matrices)
out = c.CustomCall(
b"cusolver_gesvd",
operands=(a,),
shape_with_layout=_Shape.tuple_shape((
_Shape.array_shape(dtype, (m, n), (0, 1)),
_Shape.array_shape(np.dtype(singular_vals_dtype), (min(m, n),), (0,)),
_Shape.array_shape(dtype, (m, m), (0, 1)),
_Shape.array_shape(dtype, (n, n), (0, 1)),
_Shape.array_shape(np.dtype(np.int32), (), ()),
_Shape.array_shape(dtype, (lwork,), (0,)),
)),
operand_shapes_with_layout=(
_Shape.array_shape(dtype, (m, n), (0, 1)),
),