gemini-code-assist[bot] commented on PR #81: URL: https://github.com/apache/tvm-ffi/pull/81#issuecomment-3357806943
## 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 `ffi::TensorView`, a new abstraction designed to handle non-owning views of `DLTensor` objects within the FFI system. This enhancement allows FFI functions to accept tensor data without requiring ownership, improving flexibility and supporting a wider range of input types, especially when dealing with external memory or frameworks. The change includes the definition of the `TensorView` class, its integration with FFI type traits, and updates to examples and documentation to reflect its usage. ### Highlights * **Introduction of TensorView**: A new C++ class, `ffi::TensorView`, has been introduced to represent non-owning views of `DLTensor` objects. This allows FFI functions to accept tensor data without taking ownership, which is crucial when dealing with external memory or frameworks. * **FFI Integration**: `TensorView` is seamlessly integrated into the FFI system. It supports implicit conversion from `DLTensor*` and `ffi::Tensor` when passed as function arguments, enhancing flexibility for kernel operations. * **Documentation and Example Updates**: Existing documentation and various examples across CPU and CUDA implementations have been updated to demonstrate the recommended usage of `ffi::TensorView` in function signatures, ensuring consistency and clarity for developers. * **Project Version Update**: The project version in `pyproject.toml` has been incremented from `0.1.0b12` to `0.1.0b13`. <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]
