[LLM] IPEX auto importer (#9706)
* IPEX auto importer and get_ipex_version. * Add BIGDL_IMPORT_IPEX to control auto import, default is false.
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2 changed files with 80 additions and 1 deletions
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@ -21,3 +21,11 @@
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from .convert_model import llm_convert
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from .convert_model import llm_convert
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from .optimize import optimize_model
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from .optimize import optimize_model
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import os
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# Default is false, set to true to auto importing Intel Extension for PyTorch.
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BIGDL_IMPORT_IPEX = os.getenv("BIGDL_IMPORT_IPEX", 'False').lower() in ('true', '1', 't')
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if BIGDL_IMPORT_IPEX:
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# Import Intel Extension for PyTorch as ipex if XPU version is installed
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from .utils.ipex_importer import ipex_importer
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ipex_importer.import_ipex()
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python/llm/src/bigdl/llm/utils/ipex_importer.py
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python/llm/src/bigdl/llm/utils/ipex_importer.py
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#
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# Copyright 2016 The BigDL Authors.
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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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from importlib.metadata import distribution, PackageNotFoundError
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import logging
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class IPEXImporter:
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"""
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Auto import Intel Extension for PyTorch as ipex,
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if bigdl-llm xpu version is installed.
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"""
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def __init__(self):
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self.ipex_version = None
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@staticmethod
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def is_xpu_version_installed():
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"""
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Check if bigdl-llm xpu version is install
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Returns ture if installed false if not
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"""
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# Check if xpu version installed
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try:
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distribution('bigdl-core-xe')
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return True
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except PackageNotFoundError:
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return False
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def import_ipex(self):
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"""
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Try to import Intel Extension for PyTorch as ipex
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Raises ImportError if failed
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"""
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if self.is_xpu_version_installed():
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import intel_extension_for_pytorch as ipex
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self.ipex_version = ipex.__version__
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logging.info("intel_extension_for_pytorch auto imported")
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def get_ipex_version(self):
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"""
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Get ipex version
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Raises ImportError if cannot import Intel Extension for PyTorch
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"""
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if self.ipex_version is not None:
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return self.ipex_version
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# try to import Intel Extension for PyTorch and get version
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try:
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import intel_extension_for_pytorch as ipex
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self.ipex_version = ipex.__version__
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except ImportError:
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self.ipex_version = None
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return self.ipex_version
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ipex_importer = IPEXImporter()
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