fix(bench): Update GEMM benchmark for compatibility with the latest codebase changes. #59
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This PR fixed some bugs and supported different `WarpLayout` in GEMMs: - Fixed **offset recalculation** based on different `WarpReuse` mode. - Bug fix for several corner-case scenarios. Tips: - GMEM -> SMEM: Uses `kCont` `WarpReuse` for loading data. - SMEM -> RMEM: `kRowReuse` in MatrixA and `kColReuse` in MatrixB. For a tensor shape `[M, N, K]`: - `M` must be multiple of `16 * kWarpRow`. - `K` must be multiple of both `64 * kWarpCol` and `64 * kWarpRow`. - `N` must be multiple of `16 * kWarpCol`.
lcy-seso
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CUTLASS and CuBLAS Performance Comparison. 
lcy-seso
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Update the GEMM benchmarks to ensure compatibility with the latest changes made in the codebase.