public class FullConv3D extends DynamicCustomOp
DynamicCustomOp.DynamicCustomOpsBuilder, DynamicCustomOp.SameDiffBuilder
Modifier and Type | Field and Description |
---|---|
protected FullConv3DConfig |
config |
inplaceCall, outputVariables
dimensions, extraArgs, inPlace, sameDiff, scalarValue
Constructor and Description |
---|
FullConv3D() |
FullConv3D(SameDiff sameDiff,
SDVariable[] inputFunctions,
INDArray[] inputs,
INDArray[] outputs,
FullConv3DConfig config) |
Modifier and Type | Method and Description |
---|---|
Map<String,Map<String,AttributeAdapter>> |
attributeAdaptersForFunction()
Returns the
AttributeAdapter s for each of the
possible ops for import (typically tensorflow and onnx)
See AttributeAdapter for more information on what the
adapter does. |
String |
configFieldName()
Returns the name of the field to be used for looking up field names.
|
List<SDVariable> |
doDiff(List<SDVariable> f1)
The actual implementation for automatic differentiation.
|
boolean |
isConfigProperties()
Returns true if the fields for this class should be looked up from a configuration class.
|
Map<String,Map<String,PropertyMapping>> |
mappingsForFunction()
Returns the mappings for a given function (
for tensorflow and onnx import mapping properties
of this function).
|
String |
opName()
This method returns op opName as string
|
Map<String,Object> |
propertiesForFunction()
Returns the properties for a given function
|
void |
setValueFor(Field target,
Object value)
Set the value for this function.
|
addIArgument, addInputArgument, addOutputArgument, addTArgument, asProperties, assertValidForExecution, builder, calculateOutputShape, getDescriptor, getIArgument, getInputArgument, getOutputArgument, getTArgument, iArgs, initFromOnnx, initFromTensorFlow, inputArguments, numIArguments, numInputArguments, numOutputArguments, numTArguments, onnxName, opHash, opNum, opType, outputArguments, outputVariables, outputVariables, populateInputsAndOutputsFromSameDiff, removeIArgument, removeInputArgument, removeOutputArgument, removeTArgument, sameDiffBuilder, setInputArgument, setOutputArgument, tArgs, tensorflowName, toString, updateInputsFromSameDiff
arg, args, diff, dup, equals, f, getValue, hashCode, hasPlaceHolderInputs, larg, onnxNames, rarg, resolvePropertiesFromSameDiffBeforeExecution, setInstanceId, tensorflowNames
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
isInplaceCall
protected FullConv3DConfig config
public FullConv3D(SameDiff sameDiff, SDVariable[] inputFunctions, INDArray[] inputs, INDArray[] outputs, FullConv3DConfig config)
public FullConv3D()
public Map<String,Object> propertiesForFunction()
DifferentialFunction
propertiesForFunction
in class DifferentialFunction
public void setValueFor(Field target, Object value)
DifferentialFunction
ND4JIllegalStateException
will be thrown.setValueFor
in class DifferentialFunction
target
- the target fieldvalue
- the value to setpublic boolean isConfigProperties()
DifferentialFunction
isConfigProperties
in class DifferentialFunction
public String configFieldName()
DifferentialFunction
DifferentialFunction.isConfigProperties()
to facilitate mapping fields for model import.configFieldName
in class DifferentialFunction
public Map<String,Map<String,AttributeAdapter>> attributeAdaptersForFunction()
DifferentialFunction
AttributeAdapter
s for each of the
possible ops for import (typically tensorflow and onnx)
See AttributeAdapter
for more information on what the
adapter does.
Similar to DifferentialFunction.mappingsForFunction()
, the returned map
contains a AttributeAdapter
for each field name
when one is present. (It is optional for one to exist)_attributeAdaptersForFunction
in class DifferentialFunction
public Map<String,Map<String,PropertyMapping>> mappingsForFunction()
DifferentialFunction
mappingsForFunction
in class DifferentialFunction
public String opName()
DynamicCustomOp
opName
in interface CustomOp
opName
in class DynamicCustomOp
public List<SDVariable> doDiff(List<SDVariable> f1)
DifferentialFunction
doDiff
in class DynamicCustomOp
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