# SPDX-License-Identifier: Apache-2.0 # SPDX-FileCopyrightText: Copyright contributors to the vLLM project """Math utility functions for vLLM.""" from bisect import bisect_left # Approximate value of 1/ln(2), used for log/exp base conversion # Best FP32 approximation: 1.4426950216 (hex 0x3FB8AA3B) RCP_LN2 = 1.4426950216 def cdiv(a: int, b: int) -> int: """Ceiling division.""" return -(a // -b) def next_power_of_2(n: int) -> int: """The next power of 2 (inclusive).""" return 1 if n < 1 else 1 << (n - 1).bit_length() def round_up(x: int, y: int) -> int: """Round up x to the nearest multiple of y.""" return ((x + y - 1) // y) * y def round_down(x: int, y: int) -> int: """Round down x to the nearest multiple of y.""" return (x // y) * y def largest_power_of_2_divisor(n: int) -> int: """Return the largest power-of-2 that divides *n* (isolate lowest set bit).""" return n & (-n) def round_up_to(values: list[int], n: int) -> int | None: """Round `n` up to the smallest member of sorted `values` >= n, or None.""" i = bisect_left(values, n) return values[i] if i < len(values) else None