moe: optional TileKernels topk_gate path for non-grouped router#1
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Zhichenzzz wants to merge 1 commit into
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moe: optional TileKernels topk_gate path for non-grouped router#1Zhichenzzz wants to merge 1 commit into
Zhichenzzz wants to merge 1 commit into
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Adds dsv4_moe_router_use_tile_kernels_topk flag (default False, no behavior change). When enabled, the non-grouped path inside topk_routing_with_score_function dispatches to tile_kernels.moe.topk_gate instead of torch.topk. Bit-exact with torch.topk on a 64x256 sigmoid/softmax test (same routing_map, max prob diff 0). The grouped path (group_topk set) and the TE-fused path (moe_router_fusion=True) are unchanged.
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@yueming-yuan This pr is to merge tilekernels megatron ones into radixark#28. thanks for reviewing! |
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Adds dsv4_moe_router_use_tile_kernels_topk flag (default False, no behavior change). When enabled, the non-grouped path inside topk_routing_with_score_function dispatches to
tile_kernels.moe.topk_gate instead of torch.topk. Bit-exact with torch.topk on a 64x256 sigmoid/softmax test (same routing_map, max prob diff 0).
The grouped path (group_topk set) and the TE-fused path (moe_router_fusion=True) are unchanged.
What does this PR do ?
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