eager_properties.cc

/* Copyright (c) 2021 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. */
// disable numpy compile error
#include <Python.h>

#include <string>
#include <vector>

#include "paddle/fluid/eager/api/all.h"
#include "paddle/fluid/eager/autograd_meta.h"
#include "paddle/fluid/eager/utils.h"
#include "paddle/fluid/memory/allocation/allocator.h"
#include "paddle/fluid/memory/memcpy.h"
#include "paddle/fluid/platform/enforce.h"
#include "paddle/fluid/pybind/eager.h"
#include "paddle/fluid/pybind/eager_utils.h"
#include "paddle/fluid/pybind/exception.h"
#include "paddle/pten/common/data_type.h"
#include "paddle/pten/core/convert_utils.h"
#include "paddle/pten/core/dense_tensor.h"
#include "paddle/pten/include/core.h"
#pragma GCC diagnostic ignored "-Wwrite-strings"

namespace paddle {
namespace pybind {

extern PyTypeObject* p_eager_tensor_type;

PyObject* eager_tensor_properties_get_name(EagerTensorObject* self,
                                           void* closure) {
  EAGER_TRY
  self->eagertensor.SyncToTensor();
  return ToPyObject(self->eagertensor.name());
  EAGER_CATCH_AND_THROW_RETURN_NULL
}

int eager_tensor_properties_set_name(EagerTensorObject* self, PyObject* value,
                                     void* closure) {
  EAGER_TRY
  self->eagertensor.SyncToTensor();
  self->eagertensor.set_name(CastPyArg2AttrString(value, 0));
  return 0;
  EAGER_CATCH_AND_THROW_RETURN_ZERO
}

PyObject* eager_tensor_properties_get_stop_gradient(EagerTensorObject* self,
                                                    void* closure) {
  EAGER_TRY
  self->eagertensor.SyncToTensor();
  auto meta = egr::EagerUtils::autograd_meta(&self->eagertensor);
  return ToPyObject(meta->StopGradient());
  EAGER_CATCH_AND_THROW_RETURN_NULL
}

PyObject* eager_tensor_properties_get_grad(EagerTensorObject* self,
                                           void* closure) {
  EAGER_TRY
  self->eagertensor.SyncToTensor();
  auto meta = egr::EagerUtils::unsafe_autograd_meta(self->eagertensor);
  return ToPyObject(meta->Grad());
  EAGER_CATCH_AND_THROW_RETURN_NULL
}

int eager_tensor_properties_set_stop_gradient(EagerTensorObject* self,
                                              PyObject* value, void* closure) {
  EAGER_TRY
  self->eagertensor.SyncToTensor();
  auto meta = egr::EagerUtils::autograd_meta(&self->eagertensor);
  meta->SetStopGradient(CastPyArg2AttrBoolean(value, 0));
  return 0;
  EAGER_CATCH_AND_THROW_RETURN_ZERO
}

PyObject* eager_tensor_properties_get_persistable(EagerTensorObject* self,
                                                  void* closure) {
  EAGER_TRY
  self->eagertensor.SyncToTensor();
  auto meta = egr::EagerUtils::autograd_meta(&self->eagertensor);
  return ToPyObject(meta->Persistable());
  EAGER_CATCH_AND_THROW_RETURN_NULL
}

int eager_tensor_properties_set_persistable(EagerTensorObject* self,
                                            PyObject* value, void* closure) {
  EAGER_TRY
  self->eagertensor.SyncToTensor();
  auto meta = egr::EagerUtils::autograd_meta(&self->eagertensor);
  meta->SetPersistable(CastPyArg2AttrBoolean(value, 0));
  return 0;
  EAGER_CATCH_AND_THROW_RETURN_ZERO
}

PyObject* eager_tensor_properties_get_shape(EagerTensorObject* self,
                                            void* closure) {
  EAGER_TRY
  self->eagertensor.SyncToTensor();
  auto ddim = self->eagertensor.shape();
  std::vector<int64_t> value;
  size_t rank = static_cast<size_t>(ddim.size());
  value.resize(rank);
  for (size_t i = 0; i < rank; i++) {
    value[i] = ddim[i];
  }

  return ToPyObject(value);
  EAGER_CATCH_AND_THROW_RETURN_NULL
}

PyObject* eager_tensor_properties_get_place(EagerTensorObject* self,
                                            void* closure) {
  EAGER_TRY
  self->eagertensor.SyncToTensor();
  return ToPyObject(self->eagertensor.place());
  EAGER_CATCH_AND_THROW_RETURN_NULL
}

PyObject* eager_tensor_properties_get_place_str(EagerTensorObject* self,
                                                void* closure) {
  EAGER_TRY
  self->eagertensor.SyncToTensor();
  std::stringstream ostr;
  ostr << self->eagertensor.place();
  return ToPyObject(ostr.str());
  EAGER_CATCH_AND_THROW_RETURN_NULL
}

PyObject* eager_tensor_properties_get_dtype(EagerTensorObject* self,
                                            void* closure) {
  EAGER_TRY
  self->eagertensor.SyncToTensor();
  return ToPyObject(pten::DataType2String(self->eagertensor.type()));
  EAGER_CATCH_AND_THROW_RETURN_NULL
}

struct PyGetSetDef variable_properties[] = {
    {"grad", (getter)eager_tensor_properties_get_grad, nullptr, nullptr,
     nullptr},
    {"name", (getter)eager_tensor_properties_get_name,
     (setter)eager_tensor_properties_set_name, nullptr, nullptr},
    {"stop_gradient", (getter)eager_tensor_properties_get_stop_gradient,
     (setter)eager_tensor_properties_set_stop_gradient, nullptr, nullptr},
    {"persistable", (getter)eager_tensor_properties_get_persistable,
     (setter)eager_tensor_properties_set_persistable, nullptr, nullptr},
    {"shape", (getter)eager_tensor_properties_get_shape, nullptr, nullptr,
     nullptr},
    // {"is_leaf", (getter)eager_tensor_properties_get_is_leaf, nullptr,
    // nullptr,
    //  nullptr},
    {"place", (getter)eager_tensor_properties_get_place, nullptr, nullptr,
     nullptr},
    {"_place_str", (getter)eager_tensor_properties_get_place_str, nullptr,
     nullptr, nullptr},
    {"dtype", (getter)eager_tensor_properties_get_dtype, nullptr, nullptr,
     nullptr},
    {nullptr, nullptr, nullptr, nullptr, nullptr}};

}  // namespace pybind
}  // namespace paddle