public class CompareAndReplace extends BaseTransformOp
extraArgs, extraArgz, n, numProcessed, passThrough, x, xVertexId, y, yVertexId, z, zVertexId
dimensions, inPlace, sameDiff, scalarValue
Constructor and Description |
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CompareAndReplace() |
CompareAndReplace(INDArray x,
INDArray y,
Condition condition)
With this constructor, op will check each X element against given Condition, and if condition met, element Z will be set to Y value, and X otherwise
PLEASE NOTE: X will be modified inplace.
|
CompareAndReplace(INDArray x,
INDArray y,
INDArray z,
Condition condition)
With this constructor, op will check each X element against given Condition, and if condition met, element Z will be set to Y value, and X otherwise
Pseudocode:
z[i] = condition(x[i]) ? y[i] : x[i];
|
CompareAndReplace(SameDiff sameDiff,
double compare,
double set,
double eps,
int mode) |
CompareAndReplace(SameDiff sameDiff,
SDVariable i_v,
boolean inPlace,
double compare,
double set,
double eps,
int mode) |
CompareAndReplace(SameDiff sameDiff,
SDVariable i_v,
int[] shape,
boolean inPlace,
Object[] extraArgs,
double compare,
double set,
double eps,
int mode) |
CompareAndReplace(SameDiff sameDiff,
SDVariable i_v,
Object[] extraArgs,
double compare,
double set,
double eps,
int mode) |
CompareAndReplace(SameDiff sameDiff,
SDVariable i_v1,
SDVariable i_v2,
boolean inPlace,
double compare,
double set,
double eps,
int mode) |
CompareAndReplace(SameDiff sameDiff,
SDVariable i_v1,
SDVariable i_v2,
double compare,
double set,
double eps,
int mode) |
CompareAndReplace(SameDiff sameDiff,
SDVariable i_v1,
SDVariable i_v2,
Object[] extraArgs,
double compare,
double set,
double eps,
int mode) |
Modifier and Type | Method and Description |
---|---|
List<SDVariable> |
doDiff(List<SDVariable> f1)
The actual implementation for automatic differentiation.
|
void |
init(INDArray x,
INDArray y,
INDArray z,
long n)
Initialize the operation based on the parameters
|
String |
onnxName()
The opName of this function in onnx
|
String |
opName()
The name of the op
|
int |
opNum()
The number of the op (mainly for old legacy XYZ ops
like
Op ) |
Map<String,Object> |
propertiesForFunction()
Returns the properties for a given function
|
String |
tensorflowName()
The opName of this function tensorflow
|
calculateOutputShape, opType, z
equals, exec, exec, extraArgs, extraArgsBuff, extraArgsDataBuff, getOpType, hashCode, initFromOnnx, initFromTensorFlow, isExecSpecial, isPassThrough, n, numProcessed, outputVariables, setN, setX, setY, setZ, toCustomOp, toString, x, y
arg, args, asProperties, attributeAdaptersForFunction, configFieldName, diff, dup, f, getValue, hasPlaceHolderInputs, isConfigProperties, larg, mappingsForFunction, onnxNames, outputVariables, rarg, resolvePropertiesFromSameDiffBeforeExecution, setInstanceId, setValueFor, tensorflowNames
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
exec, exec, extraArgs, extraArgsBuff, extraArgsDataBuff, isExecSpecial, isPassThrough, n, numProcessed, setExtraArgs, setN, setX, setY, setZ, toCustomOp, x, y
public CompareAndReplace(SameDiff sameDiff, SDVariable i_v1, SDVariable i_v2, double compare, double set, double eps, int mode)
public CompareAndReplace(SameDiff sameDiff, SDVariable i_v1, SDVariable i_v2, boolean inPlace, double compare, double set, double eps, int mode)
public CompareAndReplace(SameDiff sameDiff, double compare, double set, double eps, int mode)
public CompareAndReplace(SameDiff sameDiff, SDVariable i_v1, SDVariable i_v2, Object[] extraArgs, double compare, double set, double eps, int mode)
public CompareAndReplace(SameDiff sameDiff, SDVariable i_v, boolean inPlace, double compare, double set, double eps, int mode)
public CompareAndReplace(SameDiff sameDiff, SDVariable i_v, int[] shape, boolean inPlace, Object[] extraArgs, double compare, double set, double eps, int mode)
public CompareAndReplace(SameDiff sameDiff, SDVariable i_v, Object[] extraArgs, double compare, double set, double eps, int mode)
public CompareAndReplace()
public CompareAndReplace(INDArray x, INDArray y, Condition condition)
x
- y
- condition
- public CompareAndReplace(INDArray x, INDArray y, INDArray z, Condition condition)
x
- y
- z
- condition
- public Map<String,Object> propertiesForFunction()
DifferentialFunction
propertiesForFunction
in class DifferentialFunction
public int opNum()
DifferentialFunction
Op
)opNum
in interface Op
opNum
in class DifferentialFunction
public String opName()
DifferentialFunction
opName
in interface Op
opName
in class DifferentialFunction
public String onnxName()
DifferentialFunction
onnxName
in class DifferentialFunction
public String tensorflowName()
DifferentialFunction
tensorflowName
in class DifferentialFunction
public void init(INDArray x, INDArray y, INDArray z, long n)
Op
public List<SDVariable> doDiff(List<SDVariable> f1)
DifferentialFunction
doDiff
in class DifferentialFunction
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