// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. #pragma once #include #include "paddle/phi/common/complex.h" namespace phi { namespace funcs { #define COMPARE_FUNCTOR(func_name, op) \ template \ struct func_name { \ HOSTDEVICE OutT operator()(const InT a, const InT b) const { \ return static_cast(a op b); \ } \ }; #define COMPARE_COMPLEX_FUNCTOR(func_name, op) \ template \ struct func_name> { \ HOSTDEVICE bool operator()(const phi::dtype::complex a, \ const phi::dtype::complex b) const { \ if (isnan(a.real) || isnan(a.imag) || isnan(b.real) || isnan(b.imag)) \ return false; \ return (a.real op b.real) || (a.real == b.real && a.imag op b.imag); \ } \ }; #define COMPARE_COMPLEX_EQUAL_FUNCTOR(func_name, op_equal, op) \ template \ struct func_name> { \ HOSTDEVICE bool operator()(const phi::dtype::complex a, \ const phi::dtype::complex b) const { \ if (isnan(a.real) || isnan(a.imag) || isnan(b.real) || isnan(b.imag)) \ return false; \ return (a.real op b.real) || \ (a.real == b.real && a.imag op_equal b.imag); \ } \ }; COMPARE_FUNCTOR(LessThanFunctor, <) COMPARE_FUNCTOR(LessEqualFunctor, <=) COMPARE_FUNCTOR(GreaterThanFunctor, >) COMPARE_FUNCTOR(GreaterEqualFunctor, >=) COMPARE_COMPLEX_FUNCTOR(LessThanFunctor, <) COMPARE_COMPLEX_FUNCTOR(GreaterThanFunctor, >) COMPARE_COMPLEX_EQUAL_FUNCTOR(LessEqualFunctor, <=, <) COMPARE_COMPLEX_EQUAL_FUNCTOR(GreaterEqualFunctor, >=, >) #undef COMPARE_FUNCTOR #undef COMPARE_COMPLEX_FUNCTOR #undef COMPARE_COMPLEX_EQUAL_FUNCTOR template struct EqualFunctor { HOSTDEVICE OutT operator()(const InT a, const InT b) const { if (std::is_floating_point::value) { if (isnan(static_cast(a)) || isnan(static_cast(b))) { return static_cast(false); } if (isinf(static_cast(a)) || isinf(static_cast(b))) { return static_cast(a == b); } return static_cast(fabs(static_cast(a - b)) < 1e-15); } else { return static_cast(a == b); } } }; template struct NanEqualFunctor { HOSTDEVICE OutT operator()(const InT a, const InT b) const { if (std::is_floating_point::value) { if (isnan(static_cast(a)) && isnan(static_cast(b))) { return static_cast(true); } if (isnan(static_cast(a)) || isnan(static_cast(b))) { return static_cast(false); } if (isinf(static_cast(a)) || isinf(static_cast(b))) { return static_cast(a == b); } return static_cast(fabs(static_cast(a - b)) < 1e-15); } else { return static_cast(a == b); } } }; template struct EqualFunctor> { HOSTDEVICE bool operator()(const phi::dtype::complex a, const phi::dtype::complex b) const { if (isnan(static_cast(a.real)) || isnan(static_cast(a.imag)) || isnan(static_cast(b.real)) || isnan(static_cast(b.imag))) { return static_cast(false); } if (isinf(static_cast(a.real)) || isinf(static_cast(a.imag)) || isinf(static_cast(b.real)) || isinf(static_cast(b.imag))) { return static_cast(a.real == b.real && a.imag == b.imag); } return static_cast( fabs(static_cast(a.real - b.real)) < 1e-15 && fabs(static_cast(a.imag - b.imag)) < 1e-15); } }; template struct NotEqualFunctor { HOSTDEVICE bool operator()(const InT a, const InT b) const { return !EqualFunctor()(a, b); } }; } // namespace funcs } // namespace phi