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Module: tfp.optimizer.convergence_criteria

TensorFlow Probability convergence criteria for optimizations.


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.