/* Copyright (c) 2016 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 #include "paddle/fluid/framework/op_registry.h" #include "paddle/fluid/operators/elementwise/elementwise_op_function.h" #include "paddle/fluid/platform/transform.h" namespace paddle { namespace operators { #define BITWISE_BINARY_FUNCTOR(func, expr, bool_expr) \ template \ struct Bitwise##func##Functor { \ using ELEM_TYPE = T; \ HOSTDEVICE T operator()(const T a, const T b) const { return a expr b; } \ }; \ \ template <> \ struct Bitwise##func##Functor { \ using ELEM_TYPE = bool; \ HOSTDEVICE bool operator()(const bool a, const bool b) const { \ return a bool_expr b; \ } \ }; BITWISE_BINARY_FUNCTOR(And, &, &&) BITWISE_BINARY_FUNCTOR(Or, |, ||) BITWISE_BINARY_FUNCTOR(Xor, ^, !=) #undef BITWISE_BINARY_FUNCTOR template struct BitwiseNotFunctor { using ELEM_TYPE = T; HOSTDEVICE T operator()(const T a) const { return ~a; } }; template <> struct BitwiseNotFunctor { using ELEM_TYPE = bool; HOSTDEVICE bool operator()(const bool a) const { return !a; } }; template class BinaryBitwiseOpKernel : public framework::OpKernel { public: void Compute(const framework::ExecutionContext& context) const override { using T = typename Functor::ELEM_TYPE; auto func = Functor(); auto* x = context.Input("X"); auto* y = context.Input("Y"); auto* out = context.Output("Out"); ElementwiseComputeEx(context, x, y, -1, func, out); } }; template class UnaryBitwiseOpKernel : public framework::OpKernel { public: void Compute(const framework::ExecutionContext& context) const override { using T = typename Functor::ELEM_TYPE; auto func = Functor(); auto* x = context.Input("X"); auto* out = context.Output("Out"); platform::Transform trans; trans(context.template device_context(), x->data(), x->data() + x->numel(), out->mutable_data(context.GetPlace()), func); } }; } // namespace operators } // namespace paddle namespace ops = ::paddle::operators; namespace plat = ::paddle::platform; #define REGISTER_BINARY_BITWISE_KERNEL(op_type, dev, functor) \ REGISTER_OP_##dev##_KERNEL( \ op_type, \ ops::BinaryBitwiseOpKernel>, \ ops::BinaryBitwiseOpKernel>, \ ops::BinaryBitwiseOpKernel>, \ ops::BinaryBitwiseOpKernel>, \ ops::BinaryBitwiseOpKernel>, \ ops::BinaryBitwiseOpKernel>); #define REGISTER_UNARY_BITWISE_KERNEL(op_type, dev, functor) \ REGISTER_OP_##dev##_KERNEL( \ op_type, \ ops::UnaryBitwiseOpKernel>, \ ops::UnaryBitwiseOpKernel>, \ ops::UnaryBitwiseOpKernel>, \ ops::UnaryBitwiseOpKernel>, \ ops::UnaryBitwiseOpKernel>, \ ops::UnaryBitwiseOpKernel>);