Update for nncf_task #145
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Update for nncf_task #145
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AlexanderDokuchaev
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samet-akcay
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Mar 16, 2022
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@AlexanderDokuchaev, Thank you for making this PR. I have few comments and opens that I left in the code.
anomalib/integration/__init__.py
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| """Integration.""" | ||
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| # Copyright (C) 2021 Intel Corporation | ||
| # | ||
| # 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. |
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Rather than creating anomalib/integration, we could place nncf_callback and utils.py into anomalib/utils/callbacks/nncf. In this case, the existing flow would be kept as is. More specifically, the structure of anomailb/utils/callbackwould be something like the following:
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├── __init__.py
├── callbacks
│ ├── __init__.py
│ ├── cdf_normalization.py
│ ├── compress.py
│ ├── min_max_normalization.py
│ ├── model_loader.py
│ ├── nncf
│ │ ├── __init__.py
│ │ ├── nncf_callback.py
│ │ └── utils.py
│ ├── save_to_csv.py
│ ├── tiler.py
│ ├── timer.py
│ └── visualizer_callback.py
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I agree. Let's stick to the existing structure and place the nncf files under callbacks.
djdameln
approved these changes
Mar 22, 2022
samet-akcay
approved these changes
Mar 22, 2022
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Rework nncf integration to use in OTE:
compressiontoopenvinoin config andCompressModelCallbacktoOpenVINOCalbackbecause model_optimizer does not compress model and it can confuse users.