refactor(musa): remove direct flaggems calls from vendor backend - #376
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ceci3
approved these changes
Aug 14, 2026
cyber-pioneer
approved these changes
Aug 14, 2026
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Summary
Refactor MUSA backend to remove direct FlagGems calls for
topk_softmax. This method is now dispatched through the standard op manager system.Changes
topk_softmaxmethod fromMusaBackendclassTesting
Tested on MUSA hardware (moer_15 machine) with MoE model inference:
Environment:
Test Configuration:
Result: ✅ PASSED
Patched vllm_topk_softmax for MUSA (FlagGems) in: fused_topk_router, fused_topk_bias_routerPerformance: