"Offset increment outside graph capture encountered unexpectedly" is a specific PyTorch Windows issue that's known to occur with CUDA Graphs. This is a bug in PyTorch Windows builds

torch.compile FX (Functional Transformations)
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"Offset increment outside graph capture encountered unexpectedly" is a specific PyTorch Windows issue that’s known to occur with CUDA Graphs. This is a bug in PyTorch Windows builds!