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How could I use MMRazor to train YoloX with KD ? #130
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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. |
Thanks for your reply! If I could get the method or code using cwd to train on yolox from your organization.
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发件人: pppppM
发送时间: 2022年4月11日 15:45
收件人: open-mmlab/mmrazor
抄送: LiuXuan66; Author
主题: Re: [open-mmlab/mmrazor] How could I use MMRazor to train YoloX withKD ? (Issue #130)
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
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about yolox, it has some suggestions about kd? I have experimented with some algorithms, but the accuracy has hardly improved. |
@jvwj @LiuXuan66 Did you succeed? Can you share your configuration? my attempt failed #184 |
I had tried a lot, but I can't solve the configuration. |
* 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
I need the MMRazor API to the yolox to make KD, and the config file of YOLOX too.
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