Module: tfp.substrates.numpy.optimizer.convergence_criteria

TensorFlow Probability convergence criteria for optimizations.

Main aliases

Classes

class ConvergenceCriterion: Base class for stopping rules.

class LossNotDecreasing: Simple convergence criterion based on lack of decrease in loss values.

class SuccessiveGradientsAreUncorrelated: Convergence criterion based on inner products between successive gradients.

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2023-11-21 UTC.