org
.
platanios
.
tensorflow
.
api
.
learn
.
estimators
FileBasedEstimator
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object FileBasedEstimator
|
package estimators
class
FileBasedEstimator
[
IT
,
IO
,
ID
,
IS
,
I
,
TT
,
TO
,
TD
,
TS
,
EI
]
extends
Estimator
[
IT
,
IO
,
ID
,
IS
,
I
,
TT
,
TO
,
TD
,
TS
,
EI
]
Linear Supertypes
Estimator
[
IT
,
IO
,
ID
,
IS
,
I
,
TT
,
TO
,
TD
,
TS
,
EI
],
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,
Any
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Inherited
FileBasedEstimator
Estimator
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All
Value Members
final
def
!=
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
final
def
##
()
:
Int
Definition Classes
AnyRef → Any
final
def
==
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
final
def
asInstanceOf
[
T0
]
:
T0
Definition Classes
Any
def
checkpointConfig
:
CheckpointConfig
Definition Classes
Estimator
def
clone
()
:
AnyRef
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
...
)
val
configuration
:
Configuration
Definition Classes
Estimator
val
configurationBase
:
Configuration
Attributes
protected
Definition Classes
FileBasedEstimator
→
Estimator
val
deviceFunction
:
Option
[(
OpSpecification
) ⇒
String
]
Definition Classes
Estimator
final
def
eq
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
def
equals
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
def
evaluate
(
data: () ⇒
Dataset
[
TT
,
TO
,
TD
,
TS
]
,
metrics:
Seq
[
Metric
[
EI
,
ops.Output
]] =
this.evaluationMetrics
,
maxSteps:
Long
=
1L
,
saveSummaries:
Boolean
=
true
,
name:
String
=
null
)
:
Seq
[
tensors.Tensor
]
Definition Classes
FileBasedEstimator
→
Estimator
Annotations
@throws
(
...
)
val
evaluateHooks
:
Set
[
Hook
]
def
evaluateWithHooks
(
data: () ⇒
Dataset
[
TT
,
TO
,
TD
,
TS
]
,
metrics:
Seq
[
Metric
[
EI
,
ops.Output
]] =
this.evaluationMetrics
,
maxSteps:
Long
=
1L
,
hooks:
Set
[
Hook
] =
evaluateHooks
,
checkpointPath:
Path
=
null
,
saveSummaries:
Boolean
=
true
,
name:
String
=
null
)
:
Seq
[
tensors.Tensor
]
Annotations
@throws
(
...
)
@throws
(
...
)
val
evaluationMetrics
:
Seq
[
Metric
[
EI
,
ops.Output
]]
def
finalize
()
:
Unit
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
classOf[java.lang.Throwable]
)
final
def
getClass
()
:
Class
[_]
Definition Classes
AnyRef → Any
def
getOrCreateSaver
()
:
Option
[
Saver
]
Attributes
protected
Definition Classes
Estimator
def
hashCode
()
:
Int
Definition Classes
AnyRef → Any
def
infer
[
InferInput
,
InferOutput
,
ModelInferenceOutput
]
(
input: () ⇒
InferInput
)
(
implicit
evFetchableIO:
Aux
[
IO
,
IT
]
,
evFetchableI:
Aux
[
I
,
ModelInferenceOutput
]
,
evFetchableIIO:
Aux
[(
IO
,
I
), (
IT
,
ModelInferenceOutput
)]
,
ev:
SupportedInferInput
[
InferInput
,
InferOutput
,
IT
,
IO
,
ID
,
IS
,
ModelInferenceOutput
]
)
:
InferOutput
Definition Classes
FileBasedEstimator
→
Estimator
val
inferHooks
:
Set
[
Hook
]
def
inferWithHooks
[
InferInput
,
InferOutput
,
ModelInferenceOutput
]
(
input: () ⇒
InferInput
,
hooks:
Set
[
Hook
] =
inferHooks
,
checkpointPath:
Path
=
null
)
(
implicit
evFetchableIO:
Aux
[
IO
,
IT
]
,
evFetchableI:
Aux
[
I
,
ModelInferenceOutput
]
,
evFetchableIIO:
Aux
[(
IO
,
I
), (
IT
,
ModelInferenceOutput
)]
,
ev:
SupportedInferInput
[
InferInput
,
InferOutput
,
IT
,
IO
,
ID
,
IS
,
ModelInferenceOutput
]
)
:
InferOutput
Annotations
@throws
(
...
)
final
def
isInstanceOf
[
T0
]
:
Boolean
Definition Classes
Any
val
modelFunction
:
ModelFunction
[
IT
,
IO
,
ID
,
IS
,
I
,
TT
,
TO
,
TD
,
TS
,
EI
]
Attributes
protected
Definition Classes
FileBasedEstimator
→
Estimator
final
def
ne
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
final
def
notify
()
:
Unit
Definition Classes
AnyRef
final
def
notifyAll
()
:
Unit
Definition Classes
AnyRef
def
randomSeed
:
Option
[
Int
]
Definition Classes
Estimator
def
saveEvaluationSummaries
(
step:
Long
,
metrics:
Seq
[
Metric
[
EI
,
ops.Output
]]
,
metricValues:
Seq
[
tensors.Tensor
]
,
name:
String
=
null
)
:
Unit
Attributes
protected
Definition Classes
Estimator
def
sessionConfig
:
Option
[
SessionConfig
]
Definition Classes
Estimator
val
stopCriteria
:
StopCriteria
final
def
synchronized
[
T0
]
(
arg0: ⇒
T0
)
:
T0
Definition Classes
AnyRef
val
tensorBoardConfig
:
TensorBoardConfig
def
toString
()
:
String
Definition Classes
AnyRef → Any
def
train
(
data: () ⇒
Dataset
[
TT
,
TO
,
TD
,
TS
]
,
stopCriteria:
StopCriteria
=
this.stopCriteria
)
:
Unit
Definition Classes
FileBasedEstimator
→
Estimator
val
trainChiefOnlyHooks
:
Set
[
Hook
]
val
trainHooks
:
Set
[
Hook
]
def
trainWithHooks
(
data: () ⇒
Dataset
[
TT
,
TO
,
TD
,
TS
]
,
stopCriteria:
StopCriteria
=
this.stopCriteria
,
hooks:
Set
[
Hook
] =
trainHooks
,
chiefOnlyHooks:
Set
[
Hook
] =
trainChiefOnlyHooks
,
tensorBoardConfig:
TensorBoardConfig
=
this.tensorBoardConfig
)
:
Unit
final
def
wait
()
:
Unit
Definition Classes
AnyRef
Annotations
@throws
(
...
)
final
def
wait
(
arg0:
Long
,
arg1:
Int
)
:
Unit
Definition Classes
AnyRef
Annotations
@throws
(
...
)
final
def
wait
(
arg0:
Long
)
:
Unit
Definition Classes
AnyRef
Annotations
@throws
(
...
)
def
workingDir
:
Option
[
Path
]
Definition Classes
Estimator
Inherited from
Estimator
[
IT
,
IO
,
ID
,
IS
,
I
,
TT
,
TO
,
TD
,
TS
,
EI
]
Inherited from
AnyRef
Inherited from
Any
Ungrouped