Package org.deeplearning4j.ui.model.stats.api

Interface StatsUpdateConfiguration

    • Method Detail

      • reportingFrequency

        int reportingFrequency()
        Get the reporting frequency, in terms of listener calls

      • collectPerformanceStats

        boolean collectPerformanceStats()
        Should performance stats be collected/reported? Total time, total examples, total batches, Minibatches/second, examples/second

      • collectMemoryStats

        boolean collectMemoryStats()
        Should JVM, off-heap and memory stats be collected/reported?

      • collectGarbageCollectionStats

        boolean collectGarbageCollectionStats()
        Should garbage collection stats be collected and reported?

      • collectLearningRates

        boolean collectLearningRates()
        Should per-parameter type learning rates be collected and reported?

      • collectHistograms

        boolean collectHistograms​(StatsType type)
        Should histograms (per parameter type, or per layer for activations) of the given type be collected?
        Parameters:
        type - Stats type: Parameters, Updates, Activations

      • numHistogramBins

        int numHistogramBins​(StatsType type)
        Get the number of histogram bins to use for the given type (for use with collectHistograms(StatsType)
        Parameters:
        type - Stats type: Parameters, Updates, Activatinos

      • collectMean

        boolean collectMean​(StatsType type)
        Should the mean values (per parameter type, or per layer for activations) be collected?
        Parameters:
        type - Stats type: Parameters, Updates, Activations

      • collectStdev

        boolean collectStdev​(StatsType type)
        Should the standard devication values (per parameter type, or per layer for activations) be collected?
        Parameters:
        type - Stats type: Parameters, Updates, Activations

      • collectMeanMagnitudes

        boolean collectMeanMagnitudes​(StatsType type)
        Should the mean magnitude values (per parameter type, or per layer for activations) be collected?
        Parameters:
        type - Stats type: Parameters, Updates, Activations