Add Memory Tracer #4181
Merged
Add Memory Tracer #4181
Conversation
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
|
Thanks for your contribution! |
Codecov Report
@@ Coverage Diff @@
## develop #4181 +/- ##
===========================================
+ Coverage 33.95% 36.35% +2.40%
===========================================
Files 405 419 +14
Lines 56841 59168 +2327
===========================================
+ Hits 19302 21513 +2211
- Misses 37539 37655 +116
Help us with your feedback. Take ten seconds to tell us how you rate us. Have a feature suggestion? Share it here. |
ZHUI
reviewed
Dec 22, 2022
|
|
||
| if self.paddle is not None: | ||
| # self.torch.cuda.reset_peak_memory_stats()? | ||
| self.paddle.device.cuda.empty_cache() |
There was a problem hiding this comment.
这个API是不是没有？
self.torch.cuda.reset_peak_memory_stats()?
|
还有几个问题：
|
|
注意修改还原 |
ZHUI
reviewed
Dec 28, 2022
| preds = paddle.to_tensor(preds) | ||
| label = paddle.to_tensor(p.label_ids) | ||
|
|
||
| probs = F.softmax(preds, axis=1) |
There was a problem hiding this comment.
commit时候自动报错的，没用上这个变量
ZHUI
approved these changes
Dec 28, 2022
| ) | ||
| skip_memory_metrics: bool = field( | ||
| default=True, metadata={"help": "Whether or not to skip adding of memory profiler reports to metrics."} | ||
| ) |
There was a problem hiding this comment.
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Outdated suggestions cannot be applied.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.
PR types
New features
PR changes
Others
Description
New feature: add trainer memory tracer
A helper class that tracks cpu and gpu memory.
When a stage completes, it can pass metrics dict to update with the memory metrics gathered during this stage.