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# Copyright 2020 Huawei Technologies Co., Ltd |
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# |
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# Licensed under the Apache License, Version 2.0 (the "License"); |
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# you may not use this file except in compliance with the License. |
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# You may obtain a copy of the License at |
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# |
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# http://www.apache.org/licenses/LICENSE-2.0 |
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# |
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# Unless required by applicable law or agreed to in writing, software |
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# distributed under the License is distributed on an "AS IS" BASIS, |
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
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# See the License for the specific language governing permissions and |
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# limitations under the License. |
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# ============================================================================ |
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"""version and config check""" |
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import os |
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import sys |
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from pathlib import Path |
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from abc import abstractmethod, ABCMeta |
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from packaging import version |
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from . import log as logger |
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from .version import __version__ |
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from .package_name import __package_name__ |
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class EnvChecker(metaclass=ABCMeta): |
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"""basic class for environment check""" |
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@abstractmethod |
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def check_env(self, e): |
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pass |
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@abstractmethod |
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def set_env(self): |
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pass |
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@abstractmethod |
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def check_version(self): |
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pass |
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class GPUEnvChecker(EnvChecker): |
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"""gpu environment check""" |
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def __init__(self): |
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self.version = ["10.1"] |
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self.cuda_path = "/usr/local/cuda" |
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if os.path.exists(self.cuda_path): |
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# cuda default path |
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self.cuda_bin = self.cuda_path + "/bin" |
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self.cuda_lib = self.cuda_path + "/lib64" |
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self.cuda_version = self.cuda_path + "/version.txt" |
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else: |
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# custom or unknown environment |
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self.cuda_path = "" |
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self.cuda_bin = "" |
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self.cuda_lib = "" |
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self.cuda_version = "" |
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# env |
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self.path = os.getenv("PATH") |
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self.ld_lib_path = os.getenv("LD_LIBRARY_PATH") |
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# check |
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self.path_check = "/cuda" |
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self.ld_lib_path_check = "/cuda" |
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self.v = "0" |
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def check_env(self, e): |
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self._check_env() |
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raise e |
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def set_env(self): |
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if not self.cuda_bin: |
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self._check_env() |
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return |
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if Path(self.cuda_bin).is_dir(): |
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os.environ['PATH'] = self.cuda_bin + ":" + os.environ['PATH'] |
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else: |
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raise EnvironmentError( |
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f"No such directory: {self.cuda_bin}, please check if cuda is installed correctly.") |
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def check_version(self): |
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v = self._read_version(self.cuda_version) |
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if not Path(self.cuda_version).is_file(): |
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logger.warning("Using custom cuda path, cuda version checking is skiped, please make sure " |
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"Ascend 910 AI software package version is supported, you can reference to the installation " |
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"guidelines https://www.mindspore.cn/install") |
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return |
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v = version.parse(v) |
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v_str = str(v.major) + "." + str(v.minor) |
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if v_str not in self.version: |
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raise EnvironmentError(f"MindSpore version {__version__} and cuda version {v_str} does not match, " |
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"reference to the match info on: https://www.mindspore.cn/install") |
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def _check_env(self): |
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"""gpu cuda path check""" |
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if self.path is None or self.path_check not in self.path: |
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logger.warning("Can not find nvcc compiler(need by mindspore-gpu), please check if you have set env " |
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"PATH, you can reference to the installation guidelines https://www.mindspore.cn/install") |
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if self.ld_lib_path is None or self.ld_lib_path_check not in self.ld_lib_path: |
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logger.warning("Can not find cuda so(need by mindspore-gpu), please check if you have set env " |
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"LD_LIBRARY_PATH, you can reference to the installation guidelines " |
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"https://www.mindspore.cn/install") |
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def _read_version(self, file_path): |
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"""get gpu version info""" |
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with open(file_path, 'r') as f: |
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all_info = f.readlines() |
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for line in all_info: |
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if line.startswith("CUDA Version"): |
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self.v = line.strip().split("CUDA Version")[1] |
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return self.v |
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return self.v |
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class AscendEnvChecker(EnvChecker): |
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"""ascend environment check""" |
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def __init__(self): |
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self.version = ["1.75.T15.0.B150"] |
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atlas_fwk_version = "/usr/local/Ascend/nnae/latest/fwkacllib/version.info" |
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hisi_fwk_version = "/usr/local/Ascend/fwkacllib/version.info" |
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if os.path.exists(atlas_fwk_version): |
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# atlas default path |
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self.fwk_path = "/usr/local/Ascend/nnae/latest/fwkacllib" |
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self.op_impl_path = "/usr/local/Ascend/nnae/latest/opp/op_impl/built-in/ai_core/tbe" |
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self.tbe_path = self.fwk_path + "/lib64" |
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self.cce_path = self.fwk_path + "/ccec_compiler/bin" |
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self.fwk_version = atlas_fwk_version |
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elif os.path.exists(hisi_fwk_version): |
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# hisi default path |
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self.fwk_path = "/usr/local/Ascend/fwkacllib" |
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self.op_impl_path = "/usr/local/Ascend/opp/op_impl/built-in/ai_core/tbe" |
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self.tbe_path = self.fwk_path + "/lib64" |
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self.cce_path = self.fwk_path + "/ccec_compiler/bin" |
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self.fwk_version = hisi_fwk_version |
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else: |
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# custom or unknown environment |
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self.fwk_path = "" |
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self.op_impl_path = "" |
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self.tbe_path = "" |
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self.cce_path = "" |
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self.fwk_version = "" |
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# env |
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self.path = os.getenv("PATH") |
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self.python_path = os.getenv("PYTHONPATH") |
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self.ld_lib_path = os.getenv("LD_LIBRARY_PATH") |
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# check content |
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self.path_check = "/fwkacllib/ccec_compiler/bin/" |
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self.python_path_check = "opp/op_impl/built_in/ai_core/tbe/" |
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self.ld_lib_path_check_fwk = "/fwkacllib/lib64/" |
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self.ld_lib_path_check_addons = "/add-ons/" |
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self.v = "" |
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def check_env(self, e): |
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self._check_env() |
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raise e |
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def check_version(self): |
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if not Path(self.fwk_version).is_file(): |
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logger.warning("Using custom Ascend 910 AI software package path, package version checking is skiped, " |
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"please make sure Ascend 910 AI software package version is supported, you can reference to " |
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"the installation guidelines https://www.mindspore.cn/install") |
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return |
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v = self._read_version(self.fwk_version) |
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if v not in self.version: |
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raise EnvironmentError( |
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f"MindSpore version {__version__} and Ascend 910 AI software package version {v} does not " |
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"match, reference to the match info on: https://www.mindspore.cn/install") |
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def set_env(self): |
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if not self.tbe_path: |
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self._check_env() |
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return |
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try: |
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# pylint: disable=unused-import |
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import te |
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except RuntimeError: |
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if Path(self.tbe_path).is_dir(): |
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os.environ['LD_LIBRARY_PATH'] = self.tbe_path |
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else: |
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raise EnvironmentError( |
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f"No such directory: {self.tbe_path}, Please check if Ascend 910 AI software package is " |
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"installed correctly.") |
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if Path(self.op_impl_path).is_dir(): |
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sys.path.append(self.op_impl_path) |
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else: |
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raise EnvironmentError( |
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f"No such directory: {self.op_impl_path}, Please check if Ascend 910 AI software package is " |
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"installed correctly.") |
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if Path(self.cce_path).is_dir(): |
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os.environ['PATH'] = self.cce_path + ":" + os.environ['PATH'] |
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else: |
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raise EnvironmentError( |
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f"No such directory: {self.cce_path}, Please check if Ascend 910 AI software package is " |
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"installed correctly.") |
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def _check_env(self): |
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"""ascend dependence path check""" |
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if self.path is None or self.path_check not in self.path: |
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logger.warning("Can not find ccec_compiler(need by mindspore-ascend), please check if you have set env " |
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"PATH, you can reference to the installation guidelines https://www.mindspore.cn/install") |
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if self.python_path is None or self.python_path_check not in self.python_path: |
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logger.warning( |
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"Can not find tbe op implement(need by mindspore-ascend), please check if you have set env " |
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"PYTHONPATH, you can reference to the installation guidelines " |
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"https://www.mindspore.cn/install") |
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if self.ld_lib_path is None or not (self.ld_lib_path_check_fwk in self.ld_lib_path and |
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self.ld_lib_path_check_addons in self.ld_lib_path): |
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logger.warning("Can not find driver so(need by mindspore-ascend), please check if you have set env " |
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"LD_LIBRARY_PATH, you can reference to the installation guidelines " |
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"https://www.mindspore.cn/install") |
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def _read_version(self, file_path): |
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"""get ascend version info""" |
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with open(file_path, 'r') as f: |
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all_info = f.readlines() |
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for line in all_info: |
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if line.startswith("Version="): |
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self.v = line.strip().split("=")[1] |
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return self.v |
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return self.v |
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def check_version_and_env_config(): |
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"""check version and env config""" |
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if __package_name__.lower() == "mindspore-ascend": |
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env_checker = AscendEnvChecker() |
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elif __package_name__.lower() == "mindspore-gpu": |
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env_checker = GPUEnvChecker() |
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else: |
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logger.info(f"Package version {__package_name__} does not need to check any environment variable, skipping.") |
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return |
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try: |
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# pylint: disable=unused-import |
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from . import _c_expression |
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# check version of ascend site or cuda |
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env_checker.check_version() |
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env_checker.set_env() |
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except ImportError as e: |
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env_checker.check_env(e) |
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check_version_and_env_config() |