feat: support distillation strategy#705
Open
The-truthh wants to merge 1 commit intomindspore-lab:mainfrom
Open
feat: support distillation strategy#705The-truthh wants to merge 1 commit intomindspore-lab:mainfrom
The-truthh wants to merge 1 commit intomindspore-lab:mainfrom
Conversation
The-truthh
force-pushed
the
distill
branch
5 times, most recently
from
99c7bf8 to
ca07946
Compare
zhtmike
reviewed
Aug 4, 2023
mindcv/utils/distill_loss_cell.py
Outdated
| def construct(self, data, label): | ||
| out = self._backbone(data) | ||
|
|
||
| out, out_kd = out |
Collaborator
Author
There was a problem hiding this comment.
对，需要返回一个cls_token和一个distill_token
Collaborator
Author
There was a problem hiding this comment.
可以在网络结构中实现返回两个结果
zhtmike
reviewed
Aug 4, 2023
mindcv/utils/distill_loss_cell.py
Outdated
| teacher_out = self.teacher_model(data) | ||
|
|
||
| T = self.tau | ||
| distillation_loss = ( |
Contributor
There was a problem hiding this comment.
可以考虑统一 DistillLossCell，不同loss算法名称以参数传入，实际算法以不同方法实现
zhtmike
approved these changes
Aug 4, 2023
The-truthh
force-pushed
the
distill
branch
4 times, most recently
from
79d7428 to
7b6c666
Compare
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Thank you for your contribution to the MindCV repo.
Before submitting this PR, please make sure:
Motivation
support distillation strategy
Test Plan
(How should this PR be tested? Do you require special setup to run the test or repro the fixed bug?)
Related Issues and PRs
(Is this PR part of a group of changes? Link the other relevant PRs and Issues here. Use https://help.github.com/en/articles/closing-issues-using-keywords for help on GitHub syntax)