The Model Gym runs a given Project over the dataset specified within the project where each step advanced to another data item within the project's dataset. More...

Inheritance diagram for MyCaffe.gym.ModelGym:

Public Member Functions
	ModelGym (ModelGym gym=null)
	The constructor. More...

void	Dispose ()
	Release all resources used. More...

void	Initialize (Log log, PropertySet properties)
	Initialize the gym with the specified properties. More...

IXMyCaffeGym	Clone (PropertySet properties=null)
	Create a new copy of the gym. More...

Dictionary< string, int >	GetActionSpace ()
	Returns the action space as a dictionary of name,actionid pairs. More...

void	Close ()
	Shutdown and close the gym. More...

Tuple< Bitmap, SimpleDatum >	Render (bool bShowUi, int nWidth, int nHeight, bool bGetAction)
	Render the gym's current state on a bitmap and SimpleDatum. More...

Tuple< Bitmap, SimpleDatum >	Render (bool bShowUi, int nWidth, int nHeight, double[] rgData, bool bGetAction)
	Render the gyms specified data. More...

Tuple< State, double, bool >	Reset (bool bGetLabel, PropertySet props=null)
	Reset the state of the gym. More...

Tuple< State, double, bool >	Step (int nAction, bool bGetLabel=false, PropertySet extraProp=null)
	Step the gym one step in the data. More...

DatasetDescriptor	GetDataset (DATA_TYPE dt, Log log=null)
	Returns the dataset descriptor of the dynamic dataset produced by the Gym. More...

byte[]	ConvertOutput (Stage stage, int nN, float[] rg, out string type)
	Converts the output values into the native type used by the Gym during queries. More...

Properties
bool	RequiresDisplayImage `[get]`
	Returns true indicating that this Gym requires a display image. More...

DATA_TYPE	SelectedDataType `[get]`
	Returns the selected data type. More...

DATA_TYPE[]	SupportedDataType `[get]`
	Returns the data types supported by this gym. More...

string	Name `[get]`
	Returns the gym's name. More...

int	UiDelay `[get]`
	Returns the delay to use (if any) when the user-display is visible. More...

double	TestingPercent `[get]`
	Returns the testinng percent of 0, which will cause the training data to be used during testing. More...

Phase	ActivePhase `[getset]`
	Get/set the active phase under which the reset and next run. More...

Properties inherited from MyCaffe.gym.IXMyCaffeGymData
Phase	ActivePhase `[getset]`
	Specifies the active phase under which to get the data reset and next. More...

Properties inherited from MyCaffe.gym.IXMyCaffeGym
string	Name `[get]`
	Returns the name of the gym. More...

int	UiDelay `[get]`
	Returns the user-interface delay to use (if any). More...

DATA_TYPE	SelectedDataType `[get]`
	Returns the selected data-type. More...

DATA_TYPE[]	SupportedDataType `[get]`
	Returns an array of data types supported by the gym. More...

bool	RequiresDisplayImage `[get]`
	Returns whether or not the gym requires the display image. More...

double	TestingPercent `[get]`
	Returns the percentage of the data to use for testing, or -1 which then uses the default of 0.2. More...

Detailed Description

The Model Gym runs a given Project over the dataset specified within the project where each step advanced to another data item within the project's dataset.

Definition at line 28 of file ModelGym.cs.

Constructor & Destructor Documentation

◆ ModelGym()

MyCaffe.gym.ModelGym.ModelGym ( ModelGym gym = null )

The constructor.

Parameters

gym	Optionally, specifies another Gym to copy.

Definition at line 57 of file ModelGym.cs.

Member Function Documentation

◆ Clone()

IXMyCaffeGym MyCaffe.gym.ModelGym.Clone ( PropertySet properties = null )

Create a new copy of the gym.

Parameters

properties Optionally, specifies the properties to initialize the new copy with.

Returns: The new Gym copy is returned.

Implements MyCaffe.gym.IXMyCaffeGym.

Definition at line 142 of file ModelGym.cs.

◆ Close()

void MyCaffe.gym.ModelGym.Close ( )

Shutdown and close the gym.

Implements MyCaffe.gym.IXMyCaffeGym.

Definition at line 207 of file ModelGym.cs.

◆ ConvertOutput()

byte[] MyCaffe.gym.ModelGym.ConvertOutput	(	Stage	stage,
		int	nN,
		float[]	rg,
		out string	type
	)

Converts the output values into the native type used by the Gym during queries.

Parameters

stage	Specifies the stage under which the conversion is run.
nN	Specifies the number of outputs.
rg	Specifies the raw output data.
type	Returns the output type.

Returns: The converted output data is returned in a byte stream.

Note: Currently, only data gym's implement this function.

Implements MyCaffe.gym.IXMyCaffeGymData.

Definition at line 462 of file ModelGym.cs.

◆ Dispose()

void MyCaffe.gym.ModelGym.Dispose ( )

Release all resources used.

Definition at line 82 of file ModelGym.cs.

◆ GetActionSpace()

Dictionary< string, int > MyCaffe.gym.ModelGym.GetActionSpace ( )

Returns the action space as a dictionary of name,actionid pairs.

Returns: The action space is returned.

Implements MyCaffe.gym.IXMyCaffeGym.

Definition at line 199 of file ModelGym.cs.

◆ GetDataset()

DatasetDescriptor MyCaffe.gym.ModelGym.GetDataset	(	DATA_TYPE	dt,
		Log	log = `null`
	)

Returns the dataset descriptor of the dynamic dataset produced by the Gym.

Parameters

dt	Specifies the data-type to use.
log	Optionally, specifies the output log to use (default = null).

Returns: The dataset descriptor is returned.

Implements MyCaffe.gym.IXMyCaffeGym.

Definition at line 422 of file ModelGym.cs.

◆ Initialize()

void MyCaffe.gym.ModelGym.Initialize	(	Log	log,
		PropertySet	properties
	)

Initialize the gym with the specified properties.

Parameters

log	Specifies the output log to use.
properties	Specifies the properties containing Gym specific initialization parameters.

The ModelGym uses the following initialization properties.

'GpuID' - the GPU to run on. 'ModelDescription' - the model description of the model to use. 'Dataset' - the name of the dataset to use. 'Weights' - the model trained weights. 'CudaPath' - the path of the CudaDnnDLL to use. 'BatchSize' - the batch size used when running images through the model (default = 16). 'RecreateData' - when 'True' the data is re-run through the model, otherwise if already run the data is loaded from file (faster).

Implements MyCaffe.gym.IXMyCaffeGym.

Definition at line 103 of file ModelGym.cs.

◆ Render() [1/2]

Tuple< Bitmap, SimpleDatum > MyCaffe.gym.ModelGym.Render	(	bool	bShowUi,
		int	nWidth,
		int	nHeight,
		bool	bGetAction
	)

Render the gym's current state on a bitmap and SimpleDatum.

Parameters

bShowUi	When true the Bitmap is drawn.
nWidth	Specifies the width used to size the Bitmap.
nHeight	Specifies the height used to size the Bitmap.
bGetAction	When true the action data is returned as a SimpleDatum.

Returns: A tuple optionally containing a Bitmap and/or Simpledatum is returned.

Implements MyCaffe.gym.IXMyCaffeGym.

Definition at line 236 of file ModelGym.cs.

◆ Render() [2/2]

Tuple< Bitmap, SimpleDatum > MyCaffe.gym.ModelGym.Render	(	bool	bShowUi,
		int	nWidth,
		int	nHeight,
		double[]	rgData,
		bool	bGetAction
	)

Render the gyms specified data.

Parameters

bShowUi	When true the Bitmap is drawn.
nWidth	Specifies the width used to size the Bitmap.
nHeight	Specifies the height used to size the Bitmap.
rgData	Specifies the gym data to render.
bGetAction	When true the action data is returned as a SimpleDatum.

Returns: A tuple optionally containing a Bitmap and/or Simpledatum is returned.

Implements MyCaffe.gym.IXMyCaffeGym.

Definition at line 251 of file ModelGym.cs.

◆ Reset()

Tuple< State, double, bool > MyCaffe.gym.ModelGym.Reset	(	bool	bGetLabel,
		PropertySet	props = `null`
	)

Reset the state of the gym.

Parameters

bGetLabel	Not used.
props	Optionally, specifies extra properties.

Returns: A tuple containing state data, the reward, and the done state is returned.

Implements MyCaffe.gym.IXMyCaffeGym.

Definition at line 262 of file ModelGym.cs.

◆ Step()

Tuple< State, double, bool > MyCaffe.gym.ModelGym.Step	(	int	nAction,
		bool	bGetLabel = `false`,
		PropertySet	extraProp = `null`
	)

Step the gym one step in the data.

Parameters

nAction	Specifies the action to run on the gym.
bGetLabel	Not used.
extraProp	Optionally, specifies extra properties.

Returns: A tuple containing state data, the reward, and the done state is returned.

Implements MyCaffe.gym.IXMyCaffeGym.

Definition at line 275 of file ModelGym.cs.

Property Documentation

◆ ActivePhase

Phase MyCaffe.gym.ModelGym.ActivePhase

getset

Get/set the active phase under which the reset and next run.

Definition at line 504 of file ModelGym.cs.

◆ Name

string MyCaffe.gym.ModelGym.Name

get

Returns the gym's name.

Definition at line 174 of file ModelGym.cs.

◆ RequiresDisplayImage

bool MyCaffe.gym.ModelGym.RequiresDisplayImage

get

Returns true indicating that this Gym requires a display image.

Definition at line 150 of file ModelGym.cs.

◆ SelectedDataType

DATA_TYPE MyCaffe.gym.ModelGym.SelectedDataType

get

Returns the selected data type.

Definition at line 158 of file ModelGym.cs.

◆ SupportedDataType

DATA_TYPE [] MyCaffe.gym.ModelGym.SupportedDataType

get

Returns the data types supported by this gym.

Definition at line 166 of file ModelGym.cs.

◆ TestingPercent

double MyCaffe.gym.ModelGym.TestingPercent

get

Returns the testinng percent of 0, which will cause the training data to be used during testing.

Definition at line 190 of file ModelGym.cs.

◆ UiDelay

int MyCaffe.gym.ModelGym.UiDelay

get

Returns the delay to use (if any) when the user-display is visible.

Definition at line 182 of file ModelGym.cs.

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

C:/Data/Data/SS_Projects/Intelligence/GitHub/MyCaffe/MyCaffe.gym/Gyms/ModelGym.cs

Public Member Functions

Properties

Detailed Description

Constructor & Destructor Documentation

◆ ModelGym()

Member Function Documentation

◆ Clone()

◆ Close()

◆ ConvertOutput()

◆ Dispose()

◆ GetActionSpace()

◆ GetDataset()

◆ Initialize()

◆ Render() [1/2]

◆ Render() [2/2]

◆ Reset()

◆ Step()

Property Documentation

◆ ActivePhase

◆ Name

◆ RequiresDisplayImage

◆ SelectedDataType

◆ SupportedDataType

◆ TestingPercent

◆ UiDelay