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https://github.com/modelscope/modelscope.git
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5e469008fd
* add preprocessor module * add model base and builder * update task constant * add load image preprocessor and its dependency * add pipeline interface and UT covered * support default pipeline for task * add image matting pipeline * refine nlp tokenize interface * add nlp pipeline * fix UT failed * add test for Compose Link: https://code.aone.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8769235 * add preprocessor module * add test for Compose * fix citest error * fix abs class error * add model base and builder * update task constant * add load image preprocessor and its dependency * add pipeline interface and UT covered * support default pipeline for task * refine models and pipeline interface * add pipeline folder structure * add image matting pipeline * refine nlp tokenize interface * add nlp pipeline 1.add preprossor model pipeline for nlp text classification 2. add corresponding test Link: https://code.aone.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8757371 * new nlp pipeline * format pre-commit code * update easynlp pipeline * update model_name for easynlp pipeline; add test for maas_lib/utils/typeassert.py * update test_typeassert.py * refactor code 1. rename typeassert to type_assert 2. use lazy import to make easynlp dependency optional 3. refine image matting UT * fix linter test failed * update requirements.txt * fix UT failed * fix citest script to update requirements
23 lines
739 B
Python
23 lines
739 B
Python
# Copyright (c) Alibaba, Inc. and its affiliates.
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from maas_lib.utils.config import ConfigDict
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from maas_lib.utils.constant import Tasks
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from maas_lib.utils.registry import Registry, build_from_cfg
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MODELS = Registry('models')
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def build_model(cfg: ConfigDict,
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task_name: str = None,
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default_args: dict = None):
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""" build model given model config dict
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Args:
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cfg (:obj:`ConfigDict`): config dict for model object.
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task_name (str, optional): task name, refer to
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:obj:`Tasks` for more details
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default_args (dict, optional): Default initialization arguments.
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"""
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return build_from_cfg(
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cfg, MODELS, group_key=task_name, default_args=default_args)
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