[Carver] Remove legacy todo items in carver's readme #74
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…ate CUDA type printing for better clarity
…consistency and clarity; add apply_simplify function to simplify PrimFunc or IRModule.
…remove unnecessary whitespace in multiple files.
…to use 'tilelang.language' for consistency
…_tilelang_kernel_gemm_mma_intrinsic.py
…r result validation in test_tilelang_kernel_gemm_mma_intrinsic.py
…at Peking University
…riting high-performance kernels with thread primitives
…ormatting in layout and test files
…ameter formatting
… for improved code documentation and clarity
…for improved readability
…roved readability
…r_recommend_hints for improved readability
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This pull request introduces several new features and improvements to the
tilelanglibrary, with a focus on enhancing the carver module's functionality and adding support for new templates. The most important changes include adding new test cases, incorporating theFlashAttentionTemplate, and updating the node and policy classes to support more complex operations.New Features and Enhancements:
testing/python/carver/test_tilelang_carver_generate_hints.pyandtesting/python/carver/test_tilelang_carver_recommend_hints.py. [1] [2]FlashAttentionTemplatefor attention-like operations with flash memory in thetilelang/carvermodule. [1] [2]README.mdto document the newFlashAttentionTemplateand removed the TODO item for Flash Attention support.Codebase Simplification and Refactoring:
PrimFuncNodeclass and addedOutputNodeandEdgeclasses to support more complex graph structures intilelang/carver/roller/node.py. [1] [2] [3] [4] [5] [6]DefaultPolicyclass to use the new node classes and support multiple output nodes intilelang/carver/roller/policy/default.py. [1] [2] [3]Minor Fixes:
tilelang/carver/roller/bestfit.pyto improve memory allocation logic.get_rstepmethod intilelang/carver/roller/hint.pyto properly map reduce steps to nodes.