// Copyright 2018 Google Inc. 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. /// Parameters that determine the mapping of quantized values to real values. Quantized values can /// be mapped to float values using the following conversion: /// `realValue = scale * (quantizedValue - zeroPoint)`. public struct QuantizationParameters: Equatable, Hashable { /// The difference between real values corresponding to consecutive quantized values differing by /// 1. For example, the range of quantized values for `UInt8` data type is [0, 255]. public let scale: Float /// The quantized value that corresponds to the real 0 value. public let zeroPoint: Int /// Creates a new instance with the given values. /// /// - Parameters: /// - scale: The scale value for asymmetric quantization. /// - zeroPoint: The zero point for asymmetric quantization. init(scale: Float, zeroPoint: Int) { self.scale = scale self.zeroPoint = zeroPoint } }