gemini-code-assist[bot] commented on PR #18866: URL: https://github.com/apache/tvm/pull/18866#issuecomment-3988732382
## Summary of Changes Hello, 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 new code generator for TVM that targets Habana Gaudi accelerators using the TPC-C language. This involves generating specialized code for handling tensor operations and parallel execution within the TPC architecture. The changes include overriding buffer access and thread management to leverage TPC intrinsics and index spaces, resulting in optimized code generation for Gaudi devices. ### Highlights * **TPC Code Generation**: Introduces a new code generator specifically for targeting Habana Gaudi accelerators using TPC-C. * **Tensor Intrinsics**: Overrides buffer load and store operations to utilize TPC tensor intrinsics for optimized memory access. * **Index Space Handling**: Implements thread extent handling to generate TPC index space range loops, enabling parallel execution. 🧠**New Feature in Public Preview:** You can now enable **Memory** to help **Gemini Code Assist** learn from your team's feedback. This makes future code reviews more consistent and personalized to your project's style. **Click [here](https://codeassist.google/code-review/login) to enable Memory in your admin console.** <details> <summary><b>Changelog</b></summary> * **src/target/source/codegen_tpc.cc** * Added CodeGenTPC class for TPC-C code generation. * Implemented function signature printing for TPC kernels. * Added TPC index space initialization. * Implemented TPC-C type printing. * Handled thread extent attributes for TPC range loops. * Overrode BufferLoad and BufferStore for TPC tensor intrinsics. * Handled TPC storage scope. * **src/target/source/codegen_tpc.h** * Added CodeGenTPC class declaration. * Defined methods for TPC code generation, including function signature printing, type printing, and buffer access overrides. </details> <details> <summary><b>Activity</b></summary> * hmz0412 added the initial implementation for TPC code generation, including handling of tensor intrinsics and index spaces. * The code generator is designed to target Habana Gaudi accelerators using TPC-C. * The implementation includes overrides for buffer load/store operations and thread extent attributes to optimize code generation for TPC architecture. </details> <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>`. 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