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How could I use MMRazor to train YoloX with KD ? #130

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LiuXuan66 opened this issue Mar 30, 2022 · 5 comments
Open

How could I use MMRazor to train YoloX with KD ? #130

LiuXuan66 opened this issue Mar 30, 2022 · 5 comments
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@LiuXuan66
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I need the MMRazor API to the yolox to make KD, and the config file of YOLOX too.

@pppppM
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pppppM commented Apr 11, 2022

We haven't found an efficient distillation method on yolox yet, if you want to develop a distillation algorithm on yolox, this document may be helpful to you.
https://github.com/open-mmlab/mmrazor/blob/master/docs/en/tutorials/Tutorial_6_customize_kd_algorithms.md

@LiuXuan66
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LiuXuan66 commented Apr 11, 2022 via email

@Veiiling
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We haven't found an efficient distillation method on yolox yet, if you want to develop a distillation algorithm on yolox, this document may be helpful to you. https://github.com/open-mmlab/mmrazor/blob/master/docs/en/tutorials/Tutorial_6_customize_kd_algorithms.md

about yolox, it has some suggestions about kd? I have experimented with some algorithms, but the accuracy has hardly improved.

@tanghy2016
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@jvwj @LiuXuan66 Did you succeed? Can you share your configuration? my attempt failed #184

@LiuXuan66
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I had tried a lot, but I can't solve the configuration.

@pppppM pppppM self-assigned this Jun 27, 2022
humu789 pushed a commit to humu789/mmrazor that referenced this issue Feb 13, 2023
* WIP test_mmocr 8 out of 20

* test_mmocr_export

* test mmocr apis

* add test data

* add mmocr model unittest 5 passed 1 failed

* finish mmocr unittest

* fix lint

* fix yapf

* fix isort

* fix flake8

* fix docformatter

* fix docformatter

* try to fix unittest after merge master

* Change test.py for backend.DEFAULT

* fix flake8

* fix ut

* fix yapf

* fix ut build

* fix yapf

* fix mmocr_export ut

* fix mmocr_apis ort not cuda

* remove explicit .forward

* remove backendwrapper

* simplify the crnn and dbnet config

* simplify instance_test.json

* add another case of decoder

* increase coverage of test_mmocr_models base_recognizer

* improve coverage

* improve encode_decoder coverage

* reply for grimoire codereview

* what if not check cuda?

* remove image data

* reply to runningleon code review

* fix fpnc

* fix lint

* try to fix CI UT error

* fix fpnc with and wo custom ops

* fix yapf

* skip fpnc when cuda is not ready in ci

* reply for code review

* reply for code review

* fix yapf

* reply for code review

* fix yapf

* fix conflict

* remove unmatched data path

* remove unnecessary comments
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