mindspore/mindspore/ccsrc/pipeline/pynative/base.h

/**
 * Copyright 2020 Huawei Technologies Co., Ltd
 *
 * 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.
 */

#ifndef MINDSPORE_CCSRC_PIPELINE_PYNATIVE_BASE_H_
#define MINDSPORE_CCSRC_PIPELINE_PYNATIVE_BASE_H_

#include <vector>
#include <utility>
#include <string>
#include <memory>
#include <set>
#include <unordered_map>
#include <unordered_set>

#include "pybind11/pybind11.h"
#include "ir/anf.h"
#include "pybind_api/ir/primitive_py.h"
#include "pipeline/jit/parse/parse.h"
#include "abstract/abstract_value.h"

namespace mindspore {
namespace pynative {
namespace py = pybind11;

enum PynativeStatusCode {
  PYNATIVE_SUCCESS = 0,
  PYNATIVE_OP_NOT_IMPLEMENTED_ERR = 1,
  PYNATIVE_OP_INPUTS_ERR = 2,
  PYNATIVE_OP_PARAMS_ERR = 3,
  PYNATIVE_OP_ATTRS_ERR = 4,
  PYNATIVE_GRAPH_MANAGER_ERR = 5,
  PYNATIVE_GRAPH_GE_BUILD_ERR = 6,
  PYNATIVE_GRAPH_GE_RUN_ERR = 7,
  PYNATIVE_UNKNOWN_STATE = 0XFF
};

enum RunOpArgsEnum { PY_PRIM = 0, PY_NAME, PY_INPUTS, PY_ARGS_NUM };

struct OpExecInfo {
  std::string op_name;
  std::string prim_id;
  PrimitivePyPtr py_primitive;
  AbstractBasePtr abstract;
  bool is_dynamic_shape = false;

  ValuePtr value = nullptr;
  py::list op_inputs;
  py::dict op_attrs;
  std::vector<bool> inputs_mask;
  std::string next_op_name = "";
  bool is_mixed_precision_cast = false;
  size_t next_input_index = 0;
};
using OpExecInfoPtr = std::shared_ptr<OpExecInfo>;
OpExecInfoPtr GenerateOpExecInfo(const py::args &args);

const std::set<std::string> ignore_infer_prim = {"make_ref", "mixed_precision_cast"};
const std::set<std::string> force_infer_prim = {"TopK", "DropoutGenMask"};
const std::set<std::string> ignore_judge_dynamic_cell = {"Cell mindspore.nn.layer.basic.Dense",
                                                         "Cell mindspore.nn.probability.distribution.normal.Normal"};
const std::set<std::string> unchanged_named_primitive = {parse::NAMED_PRIMITIVE_ATTRIBUTE,
                                                         parse::NAMED_PRIMITIVE_NAMECONSTANT,
                                                         parse::NAMED_PRIMITIVE_NUM, parse::NAMED_PRIMITIVE_STR};
}  // namespace pynative
}  // namespace mindspore

#endif  // MINDSPORE_CCSRC_PIPELINE_PYNATIVE_BASE_H_