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pytorch/torch/_dynamo/graph_break_hints.py

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Python

USER_ERROR = [
"Dynamo has detected that tracing the code will result in an error when running in eager. "
"Please double check that your code doesn't contain a similar error when actually running eager/uncompiled.",
]
DYNAMO_BUG = [
"This is likely to be a Dynamo bug. Please report an issue to PyTorch.",
]
DIFFICULT = [
"This graph break may be difficult to debug. Please report an issue to PyTorch for assistance.",
]
FUNDAMENTAL = [
"This graph break is fundamental - it is unlikely that Dynamo will ever be able to trace through "
"your code. Consider finding a workaround.",
]
SUPPORTABLE = [
"It may be possible to write Dynamo tracing rules for this code. Please report an issue to PyTorch if you "
"encounter this graph break often and it is causing performance issues.",
]
CAUSED_BY_EARLIER_GRAPH_BREAK = [
"This graph break may have been caused by an earlier graph break. Resolving the earlier graph break may resolve this one.",
]
INFERENCE_MODE = [
"Avoid using `tensor.is_inference()` and `torch.is_inference_mode_enabled()` in your compile code. "
"This is primarily used in conjunction with `torch.inference_mode`. Consider using `torch.no_grad` instead "
"because `torch.no_grad` leads to same improvements as `inference_mode` when `torch.compile` is used.",
]