Merged
Conversation
added 2 commits
January 9, 2024 14:30
vadiklyutiy
pushed a commit
that referenced
this pull request
Dec 19, 2024
This PR adds two utility functions to allow us to profile a function
with nsys/ncu in the code.
Usage:
```python
import os
import pytest
import torch
from hidet.utils.nsys_utils import nsys_run, nsys_get_path
def func(b):
a = torch.randn(1000, device='cuda')
a + b
def main():
# profile with nsight system, store the result to 'nsys-reports/...'
report = nsys_run(func, b=1)
# we can visualize the profiling result by calling the `visualize` method.
report.visualize()
if __name__ == '__main__':
# we need to wrap the call to `main` inside '__main__' so that this script can be "imported" without
# side effect, which is one requirement for the utility
main()
```
vadiklyutiy
pushed a commit
that referenced
this pull request
Dec 20, 2024
This PR adds two utility functions to allow us to profile a function
with nsys/ncu in the code.
Usage:
```python
import os
import pytest
import torch
from hidet.utils.nsys_utils import nsys_run, nsys_get_path
def func(b):
a = torch.randn(1000, device='cuda')
a + b
def main():
# profile with nsight system, store the result to 'nsys-reports/...'
report = nsys_run(func, b=1)
# we can visualize the profiling result by calling the `visualize` method.
report.visualize()
if __name__ == '__main__':
# we need to wrap the call to `main` inside '__main__' so that this script can be "imported" without
# side effect, which is one requirement for the utility
main()
```
vadiklyutiy
pushed a commit
that referenced
this pull request
Dec 26, 2024
This PR adds two utility functions to allow us to profile a function
with nsys/ncu in the code.
Usage:
```python
import os
import pytest
import torch
from hidet.utils.nsys_utils import nsys_run, nsys_get_path
def func(b):
a = torch.randn(1000, device='cuda')
a + b
def main():
# profile with nsight system, store the result to 'nsys-reports/...'
report = nsys_run(func, b=1)
# we can visualize the profiling result by calling the `visualize` method.
report.visualize()
if __name__ == '__main__':
# we need to wrap the call to `main` inside '__main__' so that this script can be "imported" without
# side effect, which is one requirement for the utility
main()
```
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
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.
No description provided.