Synapse.ML.Cntk.CNTKModel Class Reference

CNTKModel implements CNTKModel More...

Inheritance diagram for Synapse.ML.Cntk.CNTKModel:

Collaboration diagram for Synapse.ML.Cntk.CNTKModel:

Public Member Functions
	CNTKModel ()
	Creates a CNTKModel without any parameters. More...
	CNTKModel (string uid)
	Creates a CNTKModel with a UID that is used to give the CNTKModel a unique ID. More...
CNTKModel	SetBatchInput (bool value)
	Sets value for batchInput More...
CNTKModel	SetConvertOutputToDenseVector (bool value)
	Sets value for convertOutputToDenseVector More...
CNTKModel	SetFeedDict (Dictionary< string, string > value)
	Sets value for feedDict More...
CNTKModel	SetFetchDict (Dictionary< string, string > value)
	Sets value for fetchDict More...
CNTKModel	SetMiniBatcher (JavaTransformer value)
	Sets value for miniBatcher More...
CNTKModel	SetModelLocation (string value)
	Sets value for model More...
bool	GetBatchInput ()
	Gets batchInput value More...
bool	GetConvertOutputToDenseVector ()
	Gets convertOutputToDenseVector value More...
Dictionary< string, string >	GetFeedDict ()
	Gets feedDict value More...
Dictionary< string, string >	GetFetchDict ()
	Gets fetchDict value More...
JavaTransformer	GetMiniBatcher ()
	Gets miniBatcher value More...
object	GetModel ()
	Gets model value More...
void	Save (string path)
	Saves the object so that it can be loaded later using Load. Note that these objects can be shared with Scala by Loading or Saving in Scala. More...
JavaMLWriter	Write ()
	Returns a JavaMLWriter instance for this ML instance.
JavaMLReader< CNTKModel >	Read ()
	Get the corresponding JavaMLReader instance. More...

Static Public Member Functions
static CNTKModel	Load (string path)
	Loads the CNTKModel that was previously saved using Save(string). More...

Detailed Description

CNTKModel implements CNTKModel

Constructor & Destructor Documentation

CNTKModel() [1/2]

Synapse.ML.Cntk.CNTKModel.CNTKModel ( )

inline

Creates a CNTKModel without any parameters.

CNTKModel() [2/2]

Synapse.ML.Cntk.CNTKModel.CNTKModel ( string  uid )

inline

Creates a CNTKModel with a UID that is used to give the CNTKModel a unique ID.

Parameters

uid	An immutable unique ID for the object and its derivatives.

Member Function Documentation

GetBatchInput()

bool Synapse.ML.Cntk.CNTKModel.GetBatchInput

(

)

Gets batchInput value

Returns

batchInput: whether to use a batcher

GetConvertOutputToDenseVector()

bool Synapse.ML.Cntk.CNTKModel.GetConvertOutputToDenseVector

(

)

Gets convertOutputToDenseVector value

Returns

convertOutputToDenseVector: whether to convert the output to dense vectors

GetFeedDict()

Dictionary<string, string> Synapse.ML.Cntk.CNTKModel.GetFeedDict ( )

inline

Gets feedDict value

Returns

feedDict: Provide a map from CNTK/ONNX model input variable names (keys) to column names of the input dataframe (values)

GetFetchDict()

Dictionary<string, string> Synapse.ML.Cntk.CNTKModel.GetFetchDict ( )

inline

Gets fetchDict value

Returns

fetchDict: Provide a map from column names of the output dataframe (keys) to CNTK/ONNX model output variable names (values)

GetMiniBatcher()

JavaTransformer Synapse.ML.Cntk.CNTKModel.GetMiniBatcher ( )

inline

Gets miniBatcher value

Returns

miniBatcher: Minibatcher to use

GetModel()

object Synapse.ML.Cntk.CNTKModel.GetModel

(

)

Gets model value

Returns

model: Array of bytes containing the serialized CNTKModel

Load()

static CNTKModel Synapse.ML.Cntk.CNTKModel.Load ( string  path )

static

Loads the CNTKModel that was previously saved using Save(string).

Parameters

path	The path the previous CNTKModel was saved to

Returns

New CNTKModel object, loaded from path.

Read()

JavaMLReader<CNTKModel> Synapse.ML.Cntk.CNTKModel.Read

(

)

Get the corresponding JavaMLReader instance.

Returns

an JavaMLReader<CNTKModel> instance for this ML instance.

Save()

void Synapse.ML.Cntk.CNTKModel.Save

(

string

path

)

Saves the object so that it can be loaded later using Load. Note that these objects can be shared with Scala by Loading or Saving in Scala.

Parameters

path	The path to save the object to

SetBatchInput()

CNTKModel Synapse.ML.Cntk.CNTKModel.SetBatchInput

(

bool

value

)

Sets value for batchInput

Parameters

value

whether to use a batcher

Returns

New CNTKModel object

SetConvertOutputToDenseVector()

CNTKModel Synapse.ML.Cntk.CNTKModel.SetConvertOutputToDenseVector

(

bool

value

)

Sets value for convertOutputToDenseVector

Parameters

value

whether to convert the output to dense vectors

Returns

New CNTKModel object

SetFeedDict()

CNTKModel Synapse.ML.Cntk.CNTKModel.SetFeedDict

(

Dictionary< string, string >

value

)

Sets value for feedDict

Parameters

value

Provide a map from CNTK/ONNX model input variable names (keys) to column names of the input dataframe (values)

Returns

New CNTKModel object

SetFetchDict()

CNTKModel Synapse.ML.Cntk.CNTKModel.SetFetchDict

(

Dictionary< string, string >

value

)

Sets value for fetchDict

Parameters

value

Provide a map from column names of the output dataframe (keys) to CNTK/ONNX model output variable names (values)

Returns

New CNTKModel object

SetMiniBatcher()

CNTKModel Synapse.ML.Cntk.CNTKModel.SetMiniBatcher

(

JavaTransformer

value

)

Sets value for miniBatcher

Parameters

value

Minibatcher to use

Returns

New CNTKModel object

SetModelLocation()

CNTKModel Synapse.ML.Cntk.CNTKModel.SetModelLocation

(

string

value

)

Sets value for model

Parameters

value

Array of bytes containing the serialized CNTKModel

Returns

New CNTKModel object

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The documentation for this class was generated from the following file:

• synapse/ml/cntk/CNTKModel.cs