gemini-code-assist[bot] commented on PR #58:
URL: https://github.com/apache/tvm-ffi/pull/58#issuecomment-3336280792
## Summary of Changes
Hello @tqchen, I'm Gemini Code Assist[^1]! I'm currently reviewing this pull
request and will post my feedback shortly. In the meantime, here's a summary to
help you and other reviewers quickly get up to speed!
This pull request introduces a significant optimization to the object
reference counting mechanism by consolidating strong and weak reference
counters into a single 64-bit atomic variable. This change aims to improve the
efficiency of reference counting operations, particularly in concurrent
scenarios, by reducing the number of atomic operations required. It involves a
fundamental update to the "TVMFFIObject" ABI and a comprehensive refactoring of
all associated reference management logic.
### Highlights
* **Combined Reference Count**: Strong and weak reference counters are now
packed into a single "uint64_t" field ("combined_ref_count") within
"TVMFFIObject" for optimized atomic operations.
* **ABI Update**: The "TVMFFIObject" structure in "c_api.h" and
"abi_overview.md" has been redefined to reflect this change, including
reordering fields and adding padding.
* **Ref Counting Logic Refactor**: All core reference counting methods
("IncRef", "DecRef", "IncWeakRef", "DecWeakRef", "TryPromoteWeakPtr",
"use_count") have been updated to correctly manipulate the new combined
reference count.
* **Version Bump and Test Removal**: The "apache-tvm-ffi" package version is
incremented, and an outdated C++ ABI test is removed.
<details>
<summary><b>Using Gemini Code Assist</b></summary>
<br>
The full guide for Gemini Code Assist can be found on our [documentation
page](https://developers.google.com/gemini-code-assist/docs/review-github-code),
here are some quick tips.
<b>Invoking Gemini</b>
You can request assistance from Gemini at any point by creating a comment
using either `/gemini <command>` or `@gemini-code-assist <command>`. Below is a
summary of the supported commands on the current page.
Feature | Command | Description
--- | --- | ---
Code Review | `/gemini review` | Performs a code review for the current pull
request in its current state.
Pull Request Summary | `/gemini summary` | Provides a summary of the current
pull request in its current state.
Comment | @gemini-code-assist | Responds in comments when explicitly tagged,
both in pull request comments and review comments.
Help | `/gemini help` | Displays a list of available commands.
<b>Customization</b>
To customize Gemini Code Assist for GitHub experience, repository
maintainers can create a configuration file and/or provide a custom code review
style guide (such as PEP-8 for Python) by creating and adding files to a
`.gemini/` folder in the base of the repository. Detailed instructions can be
found
[here](https://developers.google.com/gemini-code-assist/docs/customize-gemini-behavior-github).
<b>Limitations & Feedback</b>
Gemini Code Assist may make mistakes. Please leave feedback on any instances
where its feedback is incorrect or counter productive. You can react with
:thumbsup: and :thumbsdown: on @gemini-code-assist comments. If you're
interested in giving your feedback about your experience with Gemini Code
Assist for Github and other Google products, sign up
[here](https://google.qualtrics.com/jfe/form/SV_2cyuGuTWsEw84yG).
<b>You can also get AI-powered code generation, chat, as well as code
reviews directly in the IDE at no cost with the [Gemini Code Assist IDE
Extension](https://cloud.google.com/products/gemini/code-assist).</b>
</details>
[^1]: Review the [Privacy Notices](https://policies.google.com/privacy),
[Generative AI Prohibited Use
Policy](https://policies.google.com/terms/generative-ai/use-policy), [Terms of
Service](https://policies.google.com/terms), and learn how to configure Gemini
Code Assist in GitHub
[here](https://developers.google.com/gemini-code-assist/docs/customize-gemini-behavior-github).
Gemini can make mistakes, so double check it and [use code with
caution](https://support.google.com/legal/answer/13505487).
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: [email protected]
For queries about this service, please contact Infrastructure at:
[email protected]
---------------------------------------------------------------------
To unsubscribe, e-mail: [email protected]
For additional commands, e-mail: [email protected]
