TensorFlowHelper Class Reference

Static Public Member Functions
def	initialize ()
def	setModelName (modelName)
def	predict (inputs, n, outputs, m)
def	calcJacVecProd (inputs, inputs_b, n, outputs, outputs_b, m)

Static Public Attributes
dictionary	options = {}
dictionary	model = {}
	modelName = None
dictionary	predictBatchSize = {}
dictionary	nInputs = {}

Detailed Description

TensorFlow helper class.
NOTE: this is a static class because the callback function
does not accept non-static class members (seg fault)

Definition at line 2227 of file pyDAFoam.py.

Member Function Documentation

initialize()

def initialize ( )

static

Initialize parameters and load models

Definition at line 2245 of file pyDAFoam.py.

setModelName()

def setModelName (   modelName )

static

Set the model name from the C++ to Python layer

Definition at line 2258 of file pyDAFoam.py.

predict()

def predict (   inputs,   n,   outputs,   m  )

static

Calculate the outputs based on the inputs using the saved model

Definition at line 2265 of file pyDAFoam.py.

calcJacVecProd()

def calcJacVecProd (   inputs,   inputs_b,   n,   outputs,   outputs_b,   m  )

static

Calculate the gradients of the outputs wrt the inputs

Definition at line 2281 of file pyDAFoam.py.

Member Data Documentation

options

dictionary options = {}

static

Definition at line 2234 of file pyDAFoam.py.

Referenced by DAFoamGroup.initialize(), DAFoamPrecouplingGroup.initialize(), DAFoamPostcouplingGroup.initialize(), DAFoamSolver.initialize(), DAFoamMesh.initialize(), DAFoamFunctions.initialize(), DAFoamWarper.initialize(), DAFoamThermal.initialize(), DAFoamFaceCoords.initialize(), DAFoamForces.initialize(), DAFoamBuilderUnsteady.initialize(), and DAFoamSolverUnsteady.initialize().

model

dictionary model = {}

static

Definition at line 2236 of file pyDAFoam.py.

modelName

modelName = None

static

Definition at line 2238 of file pyDAFoam.py.

predictBatchSize

dictionary predictBatchSize = {}

static

Definition at line 2240 of file pyDAFoam.py.

nInputs

dictionary nInputs = {}

static

Definition at line 2242 of file pyDAFoam.py.

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

• dafoam/dafoam/pyDAFoam.py