Added a nb demonstrating efficient gpu utilizations #44
Conversation
This file contains 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
|
Check out this pull request on See visual diffs & provide feedback on Jupyter Notebooks. Powered by ReviewNB |
suppathak
changed the title
Shreyanand
reviewed
May 5, 2023
|
@suppathak What is pending in this PR? |
Thanks @Shreyanand for reminding me . I will clean it a bit and will conclude it. I will add other topics related to model compression in different notebooks. |
suppathak
changed the title
suppathak
force-pushed
the
compressed-models
branch
from
48f0e65 to
672f677
Compare
Shreyanand
reviewed
Jul 4, 2023
| @@ -0,0 +1,476 @@ | |||
| { | |||
| @@ -0,0 +1,476 @@ | |||
| { | |||
There was a problem hiding this comment.
Do you mean with quantization?
Can you provide the percentage change in memory and inference time? it is more intuitive.
For inference time computation, can you run the cell 10 times and average the time? That makes the result more robust.
Reply via ReviewNB
Shreyanand
requested changes
Jul 4, 2023
Signed-off-by: Surya Prakash Pathak <[email protected]>
suppathak
force-pushed
the
compressed-models
branch
from
8e2222a to
bdf592e
Compare
Shreyanand
approved these changes
Mar 22, 2024
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Outdated suggestions cannot be applied.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.
Related #36
Exploring:
What happens when we load the models in a lower precision format like INT-8? How is the accuracy, CPU, and memory performance affected? Explain theoretically and show results in a notebook. Touch upon challenges of frameworks like bitsandbytes in production.