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- 09 Mar, 2025 1 commit
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Lei Wang authored
* Add kernel caching mechanism to TileLang - Implement a new `cached` function in `tilelang/cache/__init__.py` to cache and reuse compiled kernels - Expose the `cached` function in the main `tilelang/__init__.py` - Add a test case for cached matrix multiplication in `testing/python/cache/test_tilelang_cache_matmul.py` - Provide a `clear_cache()` function to reset the kernel cache when needed * Refactor kernel caching test and implementation - Simplify the `cached` function in `tilelang/cache/__init__.py` - Update test script `test_tilelang_cache_matmul.py` to use `tilelang.testing.main()` - Remove unnecessary whitespace and improve code formatting * Update import for `cached` function in MHA examples - Modify import statement in `example_mha_bwd.py` and `test_tilelang_kernel_mha_bwd.py` - Change import from `tilelang.profiler import cached` to `tilelang import cached` - Align with recent refactoring of kernel caching mechanism * Refactor `cached` function signature in kernel caching - Update function signature to use keyword-only arguments for `target` and `target_host` - Improve parameter order and readability of the `cached` decorator - Maintain existing functionality while enhancing function definition
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