MindSpore-AKG/python/akg/__init__.py

#!/usr/bin/env python3
# coding: utf-8
# Copyright 2019-2021 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.

"""
Additional IR Pass for CCE
"""
from __future__ import absolute_import as _abs
import sys
import os
import logging

def AKGAddPath():
    """akg add path."""
    pwd = os.path.dirname(os.path.realpath(__file__))
    tvm_path = os.path.realpath(pwd)
    if tvm_path not in sys.path:
        sys.path.insert(0, tvm_path)
    else:
        sys.path.remove(tvm_path)
        sys.path.insert(0, tvm_path)


class AKGMetaPathFinder:
    """class AKGMetaPath finder."""

    def find_module(self, fullname, path=None):
        """method akg find module."""
        if fullname.startswith("akg.tvm"):
            rname = fullname[4:]
            return AKGMetaPathLoader(rname)
        if fullname.startswith("akg.topi"):
            rname = fullname[4:]
            return AKGMetaPathLoader(rname)
        if fullname == "akg.topi.cce.cce_extended_op_build":
            logging.warning("akg error: 'akg.topi.cce.cce_extended_op_build' has been deprecated, please using "
                            "'akg.topi.cce.te_op_build' instead ")
        return None


class AKGMetaPathLoader:
    """class AKGMetaPathLoader loader."""
    def __init__(self, rname):
        self.__rname = rname

    def load_module(self, fullname):
        if self.__rname in sys.modules:
            sys.modules.pop(self.__rname)
        AKGAddPath()
        __import__(self.__rname, globals(), locals())
        self.__target_module = sys.modules[self.__rname]
        sys.modules[fullname] = self.__target_module
        return self.__target_module

def schedule(sch, target = 'cuda'):
    def decorator(func):
        def wrapper(*args, **kwargs):
            binds = None
            output = func(*args, **kwargs)
            if isinstance(output, tuple):
                attrs = [t for t in output if isinstance(t, dict)]
                for attr in attrs:
                    if "binds" in attr.keys():
                        binds = attr['binds']
                output = tuple([t for t in output if not isinstance(t, dict)])
            return {'schedule' : sch, 'target' : target, 'output' : output, 'binds': binds, 'op_name' : func.__name__}
        return wrapper
    return decorator

sys.meta_path.insert(0, AKGMetaPathFinder())

from . import autodiff
from .build_module import build, build_to_func, lower, build_config
from .autodiff import differentiate
from .autodiff import get_variables
from .autodiff import register_variables
from . import lang
from .utils.dump_cuda_meta import dump_cuda_meta
from .utils.dump_ascend_meta import tvm_callback_cce_postproc

__all__ = ["differentiate"]