Class

ml.dmlc.mxnet

Monitor

Related Doc: package mxnet

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class Monitor extends AnyRef

Monitor outputs, weights, and gradients for debugging.

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Instance Constructors

  1. new Monitor(interval: Int, statFunc: (NDArray) ⇒ NDArray = null)

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    interval

    Number of batches between printing.

    statFunc

    A function that computes statistics of tensors. Takes a NDArray and returns a NDArray. defaults to mean absolute value |x|/size(x).

Value Members

  1. final def !=(arg0: Any): Boolean

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  2. final def ##(): Int

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  3. final def ==(arg0: Any): Boolean

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  4. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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  6. final def eq(arg0: AnyRef): Boolean

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  7. def equals(arg0: Any): Boolean

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  8. def finalize(): Unit

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  9. final def getClass(): Class[_]

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  10. def hashCode(): Int

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  11. def install(exe: Executor): Unit

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    Install callback to executor.

    Install callback to executor. Supports installing to multiple exes

    exe

    the Executor (returned by symbol.bind) to install to.

  12. val interval: Int

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    Number of batches between printing.

    Number of batches between printing.

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    protected
  13. final def isInstanceOf[T0]: Boolean

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  14. final def ne(arg0: AnyRef): Boolean

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  15. final def notify(): Unit

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  16. final def notifyAll(): Unit

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  17. var statFunc: (NDArray) ⇒ NDArray

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    A function that computes statistics of tensors.

    A function that computes statistics of tensors. Takes a NDArray and returns a NDArray. defaults to mean absolute value |x|/size(x).

    Attributes
    protected
  18. val statHelper: MXMonitorCallback

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  19. final def synchronized[T0](arg0: ⇒ T0): T0

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  20. def tic(): Unit

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    Start collecting stats for current batch.

    Start collecting stats for current batch. Call before forward

  21. def toString(): String

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  22. def toc(): Queue[(Int, String, String)]

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    End collecting for current batch and return results.

    End collecting for current batch and return results. Call after computation of current batch.

  23. def tocPrint(): Unit

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    End collecting and print results

  24. final def wait(): Unit

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  25. final def wait(arg0: Long, arg1: Int): Unit

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  26. final def wait(arg0: Long): Unit

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