[https://nvbugs/5340941] - fix: Correct custom ops used by Qwen3 Moe … #6285
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📝 Walkthrough""" WalkthroughThe changes update PyTorch operator schemas and related Python utilities. The Changes
Sequence Diagram(s)sequenceDiagram
participant User
participant PyTorch
participant TRTLLM_CUDA
User->>PyTorch: Call fused_qk_norm_rope(qkv, ...)
PyTorch->>TRTLLM_CUDA: Dispatch fused_qk_norm_rope (in-place on qkv)
TRTLLM_CUDA-->>PyTorch: (Modifies qkv in-place)
PyTorch-->>User: Return
User->>PyTorch: Call renorm_moe_routing_op(router_logits, topk)
PyTorch->>PythonFakeOp: Dispatch fake renorm_moe_routing_op
PythonFakeOp-->>PyTorch: Return empty int32 and float32 tensors (shape: num_tokens, topk)
PyTorch-->>User: Return
Estimated code review effort🎯 2 (Simple) | ⏱️ ~15 minutes Suggested reviewers
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…models Signed-off-by: Jin Li <[email protected]>
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NVIDIA#6285) Signed-off-by: Jin Li <[email protected]> Signed-off-by: Shreyas Misra <[email protected]>
NVIDIA#6285) Signed-off-by: Jin Li <[email protected]> Signed-off-by: Ransiki Zhang <[email protected]>
NVIDIA#6285) Signed-off-by: Jin Li <[email protected]> Signed-off-by: Lanyu Liao <[email protected]>
…models
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