[LLM] IPEX auto importer (#9706)

* IPEX auto importer and get_ipex_version.
* Add BIGDL_IMPORT_IPEX to control auto import, default is false.
This commit is contained in:
Qiyuan Gong 2023-12-19 13:39:38 +08:00 committed by GitHub
parent f4fb58d99c
commit d0a3095b97
2 changed files with 80 additions and 1 deletions

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@ -20,4 +20,12 @@
# only search the first bigdl package and end up finding only one sub-package.
from .convert_model import llm_convert
from .optimize import optimize_model
from .optimize import optimize_model
import os
# Default is false, set to true to auto importing Intel Extension for PyTorch.
BIGDL_IMPORT_IPEX = os.getenv("BIGDL_IMPORT_IPEX", 'False').lower() in ('true', '1', 't')
if BIGDL_IMPORT_IPEX:
# Import Intel Extension for PyTorch as ipex if XPU version is installed
from .utils.ipex_importer import ipex_importer
ipex_importer.import_ipex()

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@ -0,0 +1,71 @@
#
# Copyright 2016 The BigDL Authors.
#
# 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.
#
from importlib.metadata import distribution, PackageNotFoundError
import logging
class IPEXImporter:
"""
Auto import Intel Extension for PyTorch as ipex,
if bigdl-llm xpu version is installed.
"""
def __init__(self):
self.ipex_version = None
@staticmethod
def is_xpu_version_installed():
"""
Check if bigdl-llm xpu version is install
Returns ture if installed false if not
"""
# Check if xpu version installed
try:
distribution('bigdl-core-xe')
return True
except PackageNotFoundError:
return False
def import_ipex(self):
"""
Try to import Intel Extension for PyTorch as ipex
Raises ImportError if failed
"""
if self.is_xpu_version_installed():
import intel_extension_for_pytorch as ipex
self.ipex_version = ipex.__version__
logging.info("intel_extension_for_pytorch auto imported")
def get_ipex_version(self):
"""
Get ipex version
Raises ImportError if cannot import Intel Extension for PyTorch
"""
if self.ipex_version is not None:
return self.ipex_version
# try to import Intel Extension for PyTorch and get version
try:
import intel_extension_for_pytorch as ipex
self.ipex_version = ipex.__version__
except ImportError:
self.ipex_version = None
return self.ipex_version
ipex_importer = IPEXImporter()