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Lei Wang
09385e7deb
* Remove unnecessary swizzled layout annotations from various attention sink examples and kernel analysis script for improved clarity and performance. * Remove unnecessary swizzled layout annotations from various examples to enhance code clarity and performance. * lint fix * Uncomment main test execution for vectorized cast * Add swizzled layout annotation for B_shared in dequantize GEMM example This change introduces a layout annotation for the B_shared tensor in the example_dequant_gemm_bf16_mxfp4_hopper.py file, enhancing the memory layout optimization for better performance during matrix multiplication. * Remove unnecessary cache disabling in GQA sink example for improved clarity and performance. * lint fix * Refactor layout functions to support row-major linear layout for any dimension - Renamed `makeGemmLayoutLinear` to `makeLinearLayout` and updated its implementation to handle arbitrary dimensions. - Updated related function calls in `gemm_layouts.cc` and `layout.cc` to use the new layout function. - Enhanced layout inference in `CumSumOpNode` to enforce linear layout for shared buffers in strict mode. * Refactor `make_linear_layout` to accept a single argument and support arbitrary dimensions - Updated the function signature to take a `Buffer`, `BufferLoad`, or `BufferRegion` directly. - Simplified the implementation by removing argument checks and directly obtaining the shape from the buffer info. - Enhanced the documentation to clarify the function's purpose and usage. * skip callback test * Remove example_dequant_gemm_bf16_mxfp4_hopper_tma.py file, eliminating unused code related to dequantization GEMM example. * typo fix