Specialization

class torch.fx.experimental.symbolic_shapes.Specialization(source, check_fn)

This class is used in multi-graph compilation contexts where we generate multiple specialized graphs and dispatch to the appropriate one at runtime. This allows us to optimize the trade-off between performance and generality by creating specialized versions for common patterns (e.g., x.shape[0] % 16 == 0) while maintaining a general fallback.