add initial impls of ag-gemm and gemm-rs #52
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This PR included reference kernel for Allgather-Gemm and Gemm-ReduceScatter.
More test and benchmark shaped is WIP.
In reference.py there is sample test code for the kernel. You can refer it how to support theses 2 kernels in gpumode infra.