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41 lines
1.3 KiB
41 lines
1.3 KiB
# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. |
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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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import copy |
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import importlib |
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from . import topk |
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from .topk import Topk, MultiLabelTopk |
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def build_postprocess(config): |
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config = copy.deepcopy(config) |
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model_name = config.pop("name") |
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mod = importlib.import_module(__name__) |
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postprocess_func = getattr(mod, model_name)(**config) |
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return postprocess_func |
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class DistillationPostProcess(object): |
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def __init__(self, model_name="Student", key=None, func="Topk", **kargs): |
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super().__init__() |
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self.func = eval(func)(**kargs) |
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self.model_name = model_name |
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self.key = key |
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def __call__(self, x, file_names=None): |
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x = x[self.model_name] |
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if self.key is not None: |
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x = x[self.key] |
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return self.func(x, file_names=file_names)
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