TensorFlowHelper Class Reference

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

Static Public Attributes
dictionary	options = {}
	model = None

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 4082 of file pyDAFoam.py.

Member Function Documentation

initialize()

def initialize ( )

static

Initialize parameters and load models

Definition at line 4094 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 4109 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 4121 of file pyDAFoam.py.

Member Data Documentation

options

dictionary options = {}

static

Definition at line 4089 of file pyDAFoam.py.

Referenced by DAFoamGroup.initialize(), DAFoamPrecouplingGroup.initialize(), DAFoamPostcouplingGroup.initialize(), DAFoamSolver.initialize(), DAFoamMeshGroup.initialize(), DAFoamMesh.initialize(), DAFoamFunctions.initialize(), DAFoamWarper.initialize(), DAFoamThermal.initialize(), DAFoamFaceCoords.initialize(), DAFoamForces.initialize(), DAFoamAcoustics.initialize(), DAFoamFvSource.initialize(), DAFoamPropNodes.initialize(), DAFoamActuator.initialize(), and DAFoamMeshGroup.setup().

model

model = None

static

Definition at line 4091 of file pyDAFoam.py.

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

• dafoam/dafoam/pyDAFoam.py