Modifier and Type | Interface and Description |
---|---|
interface |
BroadcastOp |
interface |
GridOp |
interface |
IndexAccumulation |
interface |
LossFunction |
interface |
MetaOp |
interface |
RandomOp |
interface |
ReduceBoolOp |
interface |
ReduceFloatOp |
interface |
ReduceLongOp |
interface |
ReduceOp |
interface |
ReduceSameOp |
interface |
ScalarOp |
interface |
TransformBoolOp |
interface |
TransformFloatOp |
interface |
TransformOp
Transform operation:
stores the result in an ndarray
|
interface |
TransformSameOp |
interface |
TransformStrictOp |
Modifier and Type | Class and Description |
---|---|
class |
BaseBroadcastBoolOp |
class |
BaseBroadcastOp |
class |
BaseIndexAccumulation |
class |
BaseOp |
class |
BaseReduceBoolOp |
class |
BaseReduceFloatOp |
class |
BaseReduceLongOp |
class |
BaseReduceOp |
class |
BaseReduceSameOp |
class |
BaseScalarBoolOp |
class |
BaseScalarOp |
class |
BaseTransformAnyOp |
class |
BaseTransformBoolOp |
class |
BaseTransformFloatOp |
class |
BaseTransformOp |
class |
BaseTransformSameOp |
class |
BaseTransformStrictOp |
Modifier and Type | Method and Description |
---|---|
Op |
MetaOp.getFirstOp() |
Op |
MetaOp.getSecondOp() |
Modifier and Type | Method and Description |
---|---|
static Op.Type |
BaseOp.getOpType(Op op) |
Modifier and Type | Method and Description |
---|---|
Op |
OpExecutioner.execAndReturn(Op op)
Execute and return a result
ndarray from the given op
|
Op |
DefaultOpExecutioner.execAndReturn(Op op) |
Modifier and Type | Method and Description |
---|---|
protected void |
DefaultOpExecutioner.checkForCompression(Op op) |
static void |
OpExecutionerUtil.checkForInf(Op op,
OpContext oc) |
static void |
OpExecutionerUtil.checkForNaN(Op op,
OpContext oc) |
protected void |
DefaultOpExecutioner.checkForWorkspaces(Op op,
OpContext oc) |
INDArray |
OpExecutioner.exec(Op op)
Execute the operation
|
abstract INDArray |
DefaultOpExecutioner.exec(Op op) |
INDArray |
OpExecutioner.exec(Op op,
OpContext opContext)
Execute the operation
|
abstract INDArray |
DefaultOpExecutioner.exec(Op op,
OpContext opContext) |
Op |
OpExecutioner.execAndReturn(Op op)
Execute and return a result
ndarray from the given op
|
Op |
DefaultOpExecutioner.execAndReturn(Op op) |
INDArray |
DefaultOpExecutioner.getX(Op op,
OpContext oc) |
INDArray |
DefaultOpExecutioner.getY(Op op,
OpContext oc) |
INDArray |
DefaultOpExecutioner.getZ(Op op,
OpContext oc) |
protected void |
DefaultOpExecutioner.interceptIntDataType(Op op)
This method checks if any Op operand has data opType of INT, and throws exception if any.
|
String |
DefaultOpExecutioner.opInfoString(Op op,
Optional<int[]> dimensions)
Get the information about the op in a String representation, for throwing more useful exceptions (mainly for debugging)
|
long |
DefaultOpExecutioner.profilingConfigurableHookIn(Op op,
DataBuffer... tadBuffers) |
void |
DefaultOpExecutioner.profilingConfigurableHookOut(Op op,
OpContext oc,
long timeStart) |
long |
DefaultOpExecutioner.profilingHookIn(Op op,
DataBuffer... tadBuffers)
Deprecated.
|
void |
DefaultOpExecutioner.profilingHookOut(Op op,
OpContext oc,
long timeStart)
Deprecated.
|
void |
DefaultOpExecutioner.setX(INDArray x,
Op op,
OpContext oc) |
void |
DefaultOpExecutioner.setY(INDArray y,
Op op,
OpContext oc) |
void |
DefaultOpExecutioner.setZ(INDArray z,
Op op,
OpContext oc) |
static void |
DefaultOpExecutioner.validateDataType(DataType expectedType,
Op op)
Validate the data types
for the given operation
|
Constructor and Description |
---|
GridPointers(Op op,
int... dimensions) |
OpDescriptor(Op op) |
Modifier and Type | Class and Description |
---|---|
class |
BroadcastAddOp |
class |
BroadcastAMax |
class |
BroadcastAMin |
class |
BroadcastCopyOp |
class |
BroadcastDivOp |
class |
BroadcastGradientArgs |
class |
BroadcastMax |
class |
BroadcastMin |
class |
BroadcastMulOp |
class |
BroadcastRDivOp |
class |
BroadcastRSubOp |
class |
BroadcastSubOp |
Modifier and Type | Class and Description |
---|---|
class |
BroadcastEqualTo |
class |
BroadcastGreaterThan |
class |
BroadcastGreaterThanOrEqual |
class |
BroadcastLessThan |
class |
BroadcastLessThanOrEqual |
class |
BroadcastNotEqual |
Modifier and Type | Class and Description |
---|---|
class |
BaseGridOp |
class |
FreeGridOp |
Constructor and Description |
---|
BaseGridOp(Op... ops) |
FreeGridOp(Op... ops) |
Constructor and Description |
---|
BaseGridOp(List<Op> ops) |
FreeGridOp(List<Op> ops) |
Modifier and Type | Class and Description |
---|---|
class |
FirstIndex |
class |
LastIndex |
Modifier and Type | Class and Description |
---|---|
class |
BaseMetaOp |
class |
InvertedPredicateMetaOp |
class |
PostulateMetaOp |
class |
PredicateMetaOp |
class |
ReduceMetaOp |
Modifier and Type | Method and Description |
---|---|
Op |
BaseMetaOp.getFirstOp() |
Op |
BaseMetaOp.getSecondOp() |
Constructor and Description |
---|
BaseMetaOp(Op opA,
Op opB) |
InvertedPredicateMetaOp(Op opA,
Op opB) |
PredicateMetaOp(Op opA,
Op opB) |
Modifier and Type | Class and Description |
---|---|
class |
All |
class |
Any |
Modifier and Type | Class and Description |
---|---|
class |
AMean |
class |
Entropy |
class |
LogEntropy |
class |
Mean |
class |
Norm1
Sum of absolute values
|
class |
Norm2 |
class |
NormMax
The max absolute value
|
class |
ShannonEntropy |
class |
SquaredNorm |
Modifier and Type | Class and Description |
---|---|
class |
CountNonZero |
class |
CountZero |
class |
MatchCondition |
Modifier and Type | Class and Description |
---|---|
class |
ASum |
class |
Prod |
class |
Sum |
Modifier and Type | Class and Description |
---|---|
class |
BaseReduce3Op |
class |
CosineDistance |
class |
CosineSimilarity |
class |
Dot |
class |
EqualsWithEps |
class |
EuclideanDistance |
class |
HammingDistance |
class |
JaccardDistance |
class |
ManhattanDistance |
Modifier and Type | Class and Description |
---|---|
class |
LeakyReLU |
class |
LogX |
class |
Pow |
class |
PowDerivative |
class |
RectifiedLinear |
class |
Relu6 |
class |
ReplaceNans |
class |
ScalarAdd |
class |
ScalarDivision |
class |
ScalarFMod |
class |
ScalarMax |
class |
ScalarMin |
class |
ScalarMultiplication |
class |
ScalarRemainder |
class |
ScalarReverseDivision |
class |
ScalarReverseSubtraction |
class |
ScalarSet |
class |
ScalarSubtraction |
class |
Step |
Modifier and Type | Class and Description |
---|---|
class |
ScalarAnd
Return a binary (0 or 1)
when greater than a number
|
class |
ScalarEps
Return a binary (0 or 1) when greater than a number
|
class |
ScalarEquals
Return a binary (0 or 1) when greater than a number
|
class |
ScalarGreaterThan
Return a binary (0 or 1) when greater than a number
|
class |
ScalarGreaterThanOrEqual
Return a binary (0 or 1) when greater than or equal to a number
|
class |
ScalarLessThan
Return a binary (0 or 1) when less than a number
|
class |
ScalarLessThanOrEqual
Return a binary (0 or 1) when less than
or equal to a number
|
class |
ScalarNot
Return a binary (0 or 1)
when greater than a number
|
class |
ScalarNotEquals
Return a binary (0 or 1)
when greater than a number
|
class |
ScalarOr
Return a binary (0 or 1)
when greater than a number
|
class |
ScalarSetValue |
class |
ScalarXor
Return a binary (0 or 1)
when greater than a number
|
Modifier and Type | Class and Description |
---|---|
class |
StandardDeviation |
class |
Variance |
Modifier and Type | Class and Description |
---|---|
class |
MaxOut |
Modifier and Type | Class and Description |
---|---|
class |
Assign |
Modifier and Type | Class and Description |
---|---|
class |
BooleanNot |
class |
IsFinite |
class |
IsInf |
class |
IsNaN |
class |
MatchConditionTransform |
Modifier and Type | Class and Description |
---|---|
class |
CompareAndReplace |
class |
CompareAndSet |
class |
Eps |
Modifier and Type | Class and Description |
---|---|
class |
RSqrt |
class |
Sqrt |
Modifier and Type | Class and Description |
---|---|
class |
CubeDerivative
Deprecated.
|
class |
HardSigmoidDerivative
Deprecated.
|
class |
HardTanhDerivative
Deprecated.
|
class |
LeakyReLUDerivative |
class |
RationalTanhDerivative
Deprecated.
|
class |
RectifiedTanhDerivative
Deprecated.
|
class |
SELUDerivative
Deprecated.
|
class |
SoftSignDerivative
Deprecated.
|
Modifier and Type | Class and Description |
---|---|
class |
BinaryMinimalRelativeError |
class |
BinaryRelativeError |
class |
RelativeError |
class |
Set
Set
|
Modifier and Type | Class and Description |
---|---|
class |
Axpy |
class |
CopyOp |
class |
FModOp |
class |
PowPairwise |
class |
RemainderOp |
Modifier and Type | Class and Description |
---|---|
class |
And |
class |
Not |
class |
Or |
class |
Xor |
Modifier and Type | Class and Description |
---|---|
class |
Abs |
class |
AMax |
class |
AMin |
class |
Ceil |
class |
Cube |
class |
Floor |
class |
Max |
class |
Min |
class |
Negative |
class |
OneMinus
1 - input
|
class |
Reciprocal |
class |
Round |
class |
Sign |
class |
Square |
class |
TimesOneMinus |
Modifier and Type | Class and Description |
---|---|
class |
ACos |
class |
ACosh |
class |
ASin |
class |
ASinh |
class |
ATan |
class |
ATanh |
class |
Cos |
class |
Cosh |
class |
Erf |
class |
Erfc |
class |
Exp |
class |
Expm1 |
class |
GELU |
class |
GELUDerivative
GELU derivative
|
class |
HardSigmoid |
class |
HardTanh |
class |
Log |
class |
Log1p |
class |
LogSigmoid |
class |
Mish |
class |
MishDerivative |
class |
PreciseGELU |
class |
PreciseGELUDerivative
GELU derivative
|
class |
RationalTanh |
class |
RectifiedTanh |
class |
Rint |
class |
SELU |
class |
SetRange |
class |
Sigmoid |
class |
SigmoidDerivative
Deprecated.
|
class |
Sin |
class |
Sinh |
class |
SoftPlus |
class |
SoftSign |
class |
Stabilize |
class |
Swish |
class |
SwishDerivative
Swish derivative
|
class |
Tan |
class |
TanDerivative |
class |
Tanh |
class |
TanhDerivative
Deprecated.
|
Modifier and Type | Class and Description |
---|---|
class |
BaseRandomOp |
Modifier and Type | Class and Description |
---|---|
class |
AlphaDropOut |
class |
BernoulliDistribution |
class |
BinomialDistribution |
class |
BinomialDistributionEx |
class |
Choice |
class |
DropOut |
class |
DropOutInverted |
class |
GaussianDistribution |
class |
Linspace |
class |
LogNormalDistribution |
class |
ProbablisticMerge |
class |
TruncatedNormalDistribution |
class |
UniformDistribution |
Modifier and Type | Method and Description |
---|---|
static INDArray |
Nd4j.exec(Op op)
Execute the operation and return the result
|
static INDArray |
Nd4j.exec(Op op,
OpContext context) |
Modifier and Type | Method and Description |
---|---|
protected String |
OpProfiler.getOpClass(Op op)
This method returns op class opName
|
void |
OpProfiler.OpProfilerListener.invoke(Op op) |
void |
OpProfiler.processOpCall(Op op)
This method tracks op calls
|
void |
OpProfiler.processOpCall(Op op,
DataBuffer... tadBuffers) |
void |
OpProfiler.processStackCall(Op op,
long timeStart)
This method builds
|
void |
OpProfiler.timeOpCall(Op op,
long startTime) |
Modifier and Type | Method and Description |
---|---|
void |
StringAggregator.putTime(String key,
Op op,
long timeSpent) |
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