CpuFlexibleThreshold (deeplearning4j 1.0.0-beta7 API)

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java.lang.Object
- org.nd4j.compression.impl.AbstractCompressor
- - org.nd4j.linalg.cpu.nativecpu.compression.CpuThreshold
  - - org.nd4j.linalg.cpu.nativecpu.compression.CpuFlexibleThreshold

All Implemented Interfaces:

NDArrayCompressor
```
public class CpuFlexibleThreshold
extends CpuThreshold
```
This compression is very special case, and shouldn't be ever used outside of ParallelWrapper/ParameterServer implementation. It encodes data as delta between zero and abs threshold. Unlike CpuThreshold codec, CpuFlexibleThreshold tries to target specified sparsity/density updates ratio via topN approach PLEASE NOTE: DO NOT USE THIS COMPRESSOR UNLESS YOU'RE 100% SURE WHAT YOU DO!

Author:

raver119@gmail.com

Field Summary
- Fields inherited from class org.nd4j.linalg.cpu.nativecpu.compression.CpuThreshold
  threshold

Constructor Summary

Constructors
Constructor and Description

CpuFlexibleThreshold()

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`DataBuffer`	`compress(DataBuffer buffer)`
`void`	`configure(Object... vars)` This method allows you to configure desired sparsity/density ratio for updates.
`String`	`getDescriptor()` This method returns compression descriptor.

Methods inherited from class org.nd4j.linalg.cpu.nativecpu.compression.CpuThreshold
compress, compressPointer, decompress, getCompressionType

Methods inherited from class org.nd4j.compression.impl.AbstractCompressor
compress, compress, compress, compress, compressi, convertType, decompress, decompressi, getBufferTypeEx, getGlobalTypeEx

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Constructor Detail
  - CpuFlexibleThreshold
```
public CpuFlexibleThreshold()
```
- Method Detail
  - getDescriptor
```
public String getDescriptor()
```
    This method returns compression descriptor. It should be unique for any compressor implementation
    
    Specified by:
    
    getDescriptor in interface NDArrayCompressor
    
    Overrides:
    
    getDescriptor in class CpuThreshold
    
    Returns:
  - configure
```
public void configure(Object... vars)
```
    This method allows you to configure desired sparsity/density ratio for updates. Pass it as float/double value Default value: 0.1
    
    Specified by:
    
    configure in interface NDArrayCompressor
    
    Overrides:
    
    configure in class CpuThreshold
    
    Parameters:
    
    vars -
  - compress
```
public DataBuffer compress(DataBuffer buffer)
```
    Specified by:
    
    compress in interface NDArrayCompressor
    
    Overrides:
    
    compress in class CpuThreshold
    
    Returns:

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