import copy import dataclasses from contextlib import contextmanager @dataclasses.dataclass class CompilationCounter: num_graphs_seen: int = 0 # including the splitting ops num_piecewise_graphs_seen: int = 0 # not including the splitting ops num_piecewise_capturable_graphs_seen: int = 0 num_inductor_compilations: int = 0 num_cudagraph_caputured: int = 0 def clone(self) -> "CompilationCounter": return copy.deepcopy(self) @contextmanager def expect(self, **kwargs): old = self.clone() yield for k, v in kwargs.items(): assert getattr(self, k) - getattr(old, k) == v, ( f"{k} not as expected, before it is {getattr(old, k)}" f", after it is {getattr(self, k)}, " f"expected diff is {v}") compilation_counter = CompilationCounter()