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tuned grid size by reducing num_warps_per_threadblock to 4 #117

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added rocm guard on wg size change on v3 fwd

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tuned grid size by reducing num_warps_per_threadblock to 4 #117

added rocm guard on wg size change on v3 fwd
4a3e0cf
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