""" # Copyright (c) 2025 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ """ metrics """ from typing import List def build_buckets(mantissa_lst: List[int], max_value: int) -> List[int]: """ Generate a list of bucket boundaries using a set of mantissas scaled by powers of 10, stopping when the generated value exceeds the specified maximum value. """ exponent = 0 buckets: List[int] = [] while True: for m in mantissa_lst: value = m * 10**exponent if value <= max_value: buckets.append(value) else: return buckets exponent += 1 def build_1_2_5_buckets(max_value: int) -> List[int]: """ Generate a bucket list using the common [1, 2, 5] mantissa pattern, scaled by powers of 10 up to the specified maximum value. """ return build_buckets([1, 2, 5], max_value)