// Copyright (c) 2025 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 #include #include #include "paddle/phi/api/include/api.h" #include "paddle/phi/common/place.h" namespace at { // Member function: Tensor::new_empty inline Tensor Tensor::new_empty(at::IntArrayRef size, at::TensorOptions options) const { caffe2::TypeMeta actual_dtype = options.dtype_opt().value_or(dtype()); auto actual_device = options.device_opt().value_or(device()); auto actual_pin_memory = options.pinned_memory(); auto pd_dtype = compat::_PD_AtenScalarTypeToPhiDataType(actual_dtype); auto pd_place = actual_device._PD_GetInner(); paddle::Tensor result; if (actual_pin_memory) { // Pinning memory is only supported for CPU tensors if (options.has_device() && !actual_device.is_cpu()) { PD_THROW( "pin_memory=true requires device to be CPU, but got non-CPU device"); } phi::Place pinned_place = compat::_PD_GetCreatePinnedPlace(pd_place); auto dense_cpu = paddle::experimental::empty( size._PD_ToPaddleIntArray(), pd_dtype, phi::CPUPlace()); result = dense_cpu.copy_to(pinned_place, /*blocking=*/true); } else { result = paddle::experimental::empty( size._PD_ToPaddleIntArray(), pd_dtype, pd_place); } return Tensor(result); } inline Tensor Tensor::new_empty(at::IntArrayRef size, ::std::optional dtype, ::std::optional, ::std::optional device, ::std::optional pin_memory) const { auto options = at::TensorOptions() .dtype(dtype.value_or(this->scalar_type())) .device(device.value_or(this->device())) .pinned_memory(pin_memory); return new_empty(size, options); } } // namespace at