// 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/fluid/framework/operator.h" #define MAX_RANK_SUPPORTED 6 namespace paddle { namespace operators { inline std::vector get_repeat_times( const framework::ExecutionContext& ctx) { if (ctx.HasInput("RepeatTimes")) { auto* repeat_tensor = ctx.Input("RepeatTimes"); auto* repeat_data = repeat_tensor->data(); framework::Tensor cpu_repeat_tensor; if (platform::is_gpu_place(repeat_tensor->place()) || platform::is_xpu_place(repeat_tensor->place()) || platform::is_npu_place(repeat_tensor->place())) { paddle::framework::TensorCopySync(*repeat_tensor, platform::CPUPlace(), &cpu_repeat_tensor); repeat_data = cpu_repeat_tensor.data(); } auto vec_repeat_times = std::vector(repeat_data, repeat_data + repeat_tensor->numel()); return vec_repeat_times; } auto list_repeat_times_tensor = ctx.MultiInput("repeat_times_tensor"); if (list_repeat_times_tensor.size() > 0) { // get tensor from std::vector vec_repeat_times; for (size_t i = 0; i < list_repeat_times_tensor.size(); ++i) { auto tensor = list_repeat_times_tensor[i]; if (platform::is_gpu_place(tensor->place()) || platform::is_xpu_place(tensor->place()) || platform::is_npu_place(tensor->place())) { framework::Tensor temp; paddle::framework::TensorCopySync(*tensor, platform::CPUPlace(), &temp); vec_repeat_times.push_back(*temp.data()); } else { vec_repeat_times.push_back(*tensor->data()); } } return vec_repeat_times; } else { return ctx.Attr>("repeat_times"); } } } // namespace operators } // namespace paddle