✨[Feature] Debugging Partitioner
@narendasan is already working on this.
Since Feb 24, 2026.
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- Python
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Description
Is your feature request related to a problem? Please describe.
We want to be able to narrow down where inside graphs operators start numerically diverging from PyTorch numerics in an automatic fashion
Describe the solution you'd like
We should have a debugger mode which re runs compilation a number of times modifying how the graph gets partitioned. Using something like HLOs in PyTorch we can keep pytorch source and tensorrt paired so we can check intermediate subgraph outputs.
Describe alternatives you've considered
Using something like debug tensors, we can also try to output intermediate ops and match them to edges in the fx graph to instrument the compiled graph to check intermediate tensor acc.
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