[KMCompiler][ttx]opt for rope#368
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Code Review
This pull request introduces optimizations and safety checks for the RoPE kernel on the NPU backend, including dynamic token block size estimation to prevent compile-time Unified Buffer (UB) overflow, simplified masking, and improved Triton loading and casting. The review feedback suggests replacing an iterative loop with an O(1) mathematical calculation to optimize block size limiting, and removing commented-out code to maintain codebase cleanliness.
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Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Description
The rope operator has been optimized for the ascend platform.
Changes
Performance
Using Ascend 910B and Triton 3.2.x of FlagTree:
Test
Correctness verified against baseline implementation across all shapes and dtypes listed above.