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monticore
EmbeddedMontiArc
languages
CNNTrainLang
Commits
fd32e1c9
Commit
fd32e1c9
authored
Jun 05, 2019
by
eyuhar
Browse files
Merge branch 'feature/loss_function' of /home/eyuhar/Dokumente/CNNTrainLang with conflicts.
parent
8247510f
Changes
20
Hide whitespace changes
Inline
Side-by-side
src/main/grammars/de/monticore/lang/monticar/CNNTrain.mc4
View file @
fd32e1c9
...
...
@@ -41,11 +41,6 @@ grammar CNNTrain extends de.monticore.lang.monticar.Common2, de.monticore.Number
|
rmse
:
"rmse"
|
topKAccuracy
:
"top_k_accuracy"
);
LossValue
implements
ConfigValue
=(
euclidean
:
"euclidean"
|
l1
:
"l1"
|
crossEntropy
:
"cross_entropy"
|
huberLoss
:
"huber_loss"
);
LRPolicyValue
implements
ConfigValue
=(
fixed
:
"fixed"
|
step
:
"step"
|
exp
:
"exp"
...
...
@@ -55,6 +50,47 @@ grammar CNNTrain extends de.monticore.lang.monticar.Common2, de.monticore.Number
TrainContextValue
implements
ConfigValue
=
(
cpu
:
"cpu"
|
gpu
:
"gpu"
);
interface
OptimizerParamEntry
extends
Entry
;
DataVariable
implements
VariableReference
=
Name
&;
IntegerValue
implements
ConfigValue
=
NumberWithUnit
;
NumberValue
implements
ConfigValue
=
NumberWithUnit
;
StringValue
implements
ConfigValue
=
StringLiteral
;
BooleanValue
implements
ConfigValue
=
(
TRUE
:
"true"
|
FALSE
:
"false"
);
interface
LossValue
extends
ConfigValue
;
L1Loss
implements
LossValue
=
name
:
"l1"
(
"{"
params
:
Entry
*
"}"
)?;
L2Loss
implements
LossValue
=
name
:
"l2"
(
"{"
params
:
Entry
*
"}"
)?;
interface
HuberEntry
extends
Entry
;
HuberLoss
implements
LossValue
=
name
:
"huber"
(
"{"
params
:
HuberEntry
*
"}"
)?;
interface
CrossEntropyEntry
extends
Entry
;
CrossEntropyLoss
implements
LossValue
=
name
:
"cross_entropy"
(
"{"
params
:
CrossEntropyEntry
*
"}"
)?;
interface
SoftmaxCrossEntropyEntry
extends
Entry
;
SoftmaxCrossEntropyLoss
implements
LossValue
=
name
:
"softmax_cross_entropy"
(
"{"
params
:
SoftmaxCrossEntropyEntry
*
"}"
)?;
SigmoidBinaryCrossEntropyLoss
implements
LossValue
=
name
:
"sigmoid_binary_cross_entropy"
(
"{"
params
:
Entry
*
"}"
)?;
interface
HingeEntry
extends
Entry
;
HingeLoss
implements
LossValue
=
name
:
"hinge"
(
"{"
params
:
HingeEntry
*
"}"
)?;
interface
SquaredHingeEntry
extends
Entry
;
SquaredHingeLoss
implements
LossValue
=
name
:
"squared_hinge"
(
"{"
params
:
SquaredHingeEntry
*
"}"
)?;
interface
LogisticEntry
extends
Entry
;
LogisticLoss
implements
LossValue
=
name
:
"logistic"
(
"{"
params
:
LogisticEntry
*
"}"
)?;
interface
KullbackLeiblerEntry
extends
Entry
;
KullbackLeiblerLoss
implements
LossValue
=
name
:
"kullback_leibler"
(
"{"
params
:
KullbackLeiblerEntry
*
"}"
)?;
SparseLabelEntry
implements
CrossEntropyEntry
,
SoftmaxCrossEntropyEntry
=
name
:
"sparse_label"
":"
value
:
BooleanValue
;
FromLogitsEntry
implements
SoftmaxCrossEntropyEntry
,
KullbackLeiblerEntry
=
name
:
"from_logits"
":"
value
:
BooleanValue
;
MarginEntry
implements
HingeEntry
,
SquaredHingeEntry
=
name
:
"margin"
":"
value
:
NumberValue
;
LabelFormatEntry
implements
LogisticEntry
=
name
:
"label_format"
":"
value
:
StringValue
;
interface
OptimizerValue
extends
ConfigValue
;
interface
SGDEntry
extends
OptimizerParamEntry
;
SGDOptimizer
implements
OptimizerValue
=
name
:
"sgd"
(
"{"
params
:
SGDEntry
*
"}"
)?;
...
...
@@ -93,7 +129,7 @@ grammar CNNTrain extends de.monticore.lang.monticar.Common2, de.monticore.Number
Gamma2Entry
implements
RmsPropEntry
=
name
:
"gamma2"
":"
value
:
NumberValue
;
CenteredEntry
implements
RmsPropEntry
=
name
:
"centered"
":"
value
:
BooleanValue
;
ClipWeightsEntry
implements
RmsPropEntry
=
name
:
"clip_weights"
":"
value
:
NumberValue
;
RhoEntry
implements
AdaDeltaEntry
=
name
:
"rho"
":"
value
:
NumberValue
;
RhoEntry
implements
AdaDeltaEntry
,
HuberEntry
=
name
:
"rho"
":"
value
:
NumberValue
;
//
Reinforcement
Extensions
interface
MultiParamValue
extends
ConfigValue
;
...
...
src/main/java/de/monticore/lang/monticar/cnntrain/_ast/ASTLossValue.java
0 → 100644
View file @
fd32e1c9
/**
*
* ******************************************************************************
* MontiCAR Modeling Family, www.se-rwth.de
* Copyright (c) 2017, Software Engineering Group at RWTH Aachen,
* All rights reserved.
*
* This project is free software; you can redistribute it and/or
* modify it under the terms of the GNU Lesser General Public
* License as published by the Free Software Foundation; either
* version 3.0 of the License, or (at your option) any later version.
* This library is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
* Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public
* License along with this project. If not, see <http://www.gnu.org/licenses/>.
* *******************************************************************************
*/
package
de.monticore.lang.monticar.cnntrain._ast
;
import
java.util.List
;
public
interface
ASTLossValue
extends
ASTLossValueTOP
{
String
getName
();
List
<?
extends
ASTEntry
>
getParamsList
();
}
src/main/java/de/monticore/lang/monticar/cnntrain/_cocos/CheckLearningParameterCombination.java
View file @
fd32e1c9
...
...
@@ -34,6 +34,88 @@ import java.util.Set;
*
*/
public
class
CheckLearningParameterCombination
implements
CNNTrainASTEntryCoCo
{
private
final
static
List
<
Class
>
ALLOWED_SUPERVISED_LEARNING
=
Lists
.
newArrayList
(
ASTTrainContextEntry
.
class
,
ASTBatchSizeEntry
.
class
,
ASTOptimizerEntry
.
class
,
ASTLearningRateEntry
.
class
,
ASTLoadCheckpointEntry
.
class
,
ASTEvalMetricEntry
.
class
,
ASTLossEntry
.
class
,
ASTSparseLabelEntry
.
class
,
ASTFromLogitsEntry
.
class
,
ASTMarginEntry
.
class
,
ASTLabelFormatEntry
.
class
,
ASTRhoEntry
.
class
,
ASTNormalizeEntry
.
class
,
ASTMinimumLearningRateEntry
.
class
,
ASTLRDecayEntry
.
class
,
ASTWeightDecayEntry
.
class
,
ASTLRPolicyEntry
.
class
,
ASTStepSizeEntry
.
class
,
ASTRescaleGradEntry
.
class
,
ASTClipGradEntry
.
class
,
ASTGamma1Entry
.
class
,
ASTGamma2Entry
.
class
,
ASTEpsilonEntry
.
class
,
ASTCenteredEntry
.
class
,
ASTClipWeightsEntry
.
class
,
ASTBeta1Entry
.
class
,
ASTBeta2Entry
.
class
,
ASTNumEpochEntry
.
class
);
private
final
static
List
<
Class
>
ALLOWED_REINFORCEMENT_LEARNING
=
Lists
.
newArrayList
(
ASTTrainContextEntry
.
class
,
ASTRLAlgorithmEntry
.
class
,
ASTCriticNetworkEntry
.
class
,
ASTOptimizerEntry
.
class
,
ASTRewardFunctionEntry
.
class
,
ASTMinimumLearningRateEntry
.
class
,
ASTLRDecayEntry
.
class
,
ASTWeightDecayEntry
.
class
,
ASTLRPolicyEntry
.
class
,
ASTGamma1Entry
.
class
,
ASTGamma2Entry
.
class
,
ASTEpsilonEntry
.
class
,
ASTClipGradEntry
.
class
,
ASTRescaleGradEntry
.
class
,
ASTStepSizeEntry
.
class
,
ASTCenteredEntry
.
class
,
ASTClipWeightsEntry
.
class
,
ASTLearningRateEntry
.
class
,
ASTDiscountFactorEntry
.
class
,
ASTNumMaxStepsEntry
.
class
,
ASTTargetScoreEntry
.
class
,
ASTTrainingIntervalEntry
.
class
,
ASTUseFixTargetNetworkEntry
.
class
,
ASTTargetNetworkUpdateIntervalEntry
.
class
,
ASTSnapshotIntervalEntry
.
class
,
ASTAgentNameEntry
.
class
,
ASTGymEnvironmentNameEntry
.
class
,
ASTEnvironmentEntry
.
class
,
ASTUseDoubleDQNEntry
.
class
,
ASTLossEntry
.
class
,
ASTSparseLabelEntry
.
class
,
ASTFromLogitsEntry
.
class
,
ASTMarginEntry
.
class
,
ASTLabelFormatEntry
.
class
,
ASTRhoEntry
.
class
,
ASTReplayMemoryEntry
.
class
,
ASTMemorySizeEntry
.
class
,
ASTSampleSizeEntry
.
class
,
ASTActionSelectionEntry
.
class
,
ASTGreedyEpsilonEntry
.
class
,
ASTMinEpsilonEntry
.
class
,
ASTEpsilonDecayEntry
.
class
,
ASTEpsilonDecayMethodEntry
.
class
,
ASTNumEpisodesEntry
.
class
,
ASTRosEnvironmentActionTopicEntry
.
class
,
ASTRosEnvironmentStateTopicEntry
.
class
,
ASTRosEnvironmentMetaTopicEntry
.
class
,
ASTRosEnvironmentResetTopicEntry
.
class
,
ASTRosEnvironmentTerminalStateTopicEntry
.
class
,
ASTRosEnvironmentGreetingTopicEntry
.
class
);
private
final
ParameterAlgorithmMapping
parameterAlgorithmMapping
;
private
Set
<
ASTEntry
>
allEntries
;
...
...
src/main/java/de/monticore/lang/monticar/cnntrain/_symboltable/CNNTrainSymbolTableCreator.java
View file @
fd32e1c9
...
...
@@ -199,23 +199,25 @@ public class CNNTrainSymbolTableCreator extends CNNTrainSymbolTableCreatorTOP {
@Override
public
void
visit
(
ASTLossEntry
node
)
{
EntrySymbol
entry
=
new
EntrySymbol
(
node
.
getName
());
ValueSymbol
value
=
new
ValueSymbol
();
if
(
node
.
getValue
().
isPresentEuclidean
()){
value
.
setValue
(
Loss
.
EUCLIDEAN
);
}
else
if
(
node
.
getValue
().
isPresentCrossEntropy
()){
value
.
setValue
(
Loss
.
CROSS_ENTROPY
);
}
else
if
(
node
.
getValue
().
isPresentHuberLoss
())
{
value
.
setValue
(
Loss
.
HUBER_LOSS
);
}
else
if
(
node
.
getValue
().
isPresentL1
())
{
value
.
setValue
(
Loss
.
L1
);
LossSymbol
loss
=
new
LossSymbol
(
node
.
getValue
().
getName
());
configuration
.
setLoss
(
loss
);
addToScopeAndLinkWithNode
(
loss
,
node
);
}
@Override
public
void
endVisit
(
ASTLossEntry
node
)
{
for
(
ASTEntry
nodeParam
:
node
.
getValue
().
getParamsList
())
{
LossParamSymbol
param
=
new
LossParamSymbol
();
OptimizerParamValueSymbol
valueSymbol
=
(
OptimizerParamValueSymbol
)
nodeParam
.
getValue
().
getSymbolOpt
().
get
();
LossParamValueSymbol
lossParamValue
=
new
LossParamValueSymbol
();
lossParamValue
.
setValue
(
valueSymbol
.
getValue
());
param
.
setValue
(
lossParamValue
);
configuration
.
getLoss
().
getLossParamMap
().
put
(
nodeParam
.
getName
(),
param
);
}
entry
.
setValue
(
value
);
addToScopeAndLinkWithNode
(
entry
,
node
);
configuration
.
getEntryMap
().
put
(
node
.
getName
(),
entry
);
}
@Override
public
void
endVisit
(
ASTLRPolicyValue
node
)
{
OptimizerParamValueSymbol
value
=
new
OptimizerParamValueSymbol
();
...
...
src/main/java/de/monticore/lang/monticar/cnntrain/_symboltable/ConfigurationSymbol.java
View file @
fd32e1c9
...
...
@@ -32,6 +32,7 @@ public class ConfigurationSymbol extends CommonScopeSpanningSymbol {
private
Map
<
String
,
EntrySymbol
>
entryMap
=
new
HashMap
<>();
private
OptimizerSymbol
optimizer
;
private
OptimizerSymbol
criticOptimizer
;
private
LossSymbol
loss
;
private
RewardFunctionSymbol
rlRewardFunctionSymbol
;
private
TrainedArchitecture
trainedArchitecture
;
...
...
@@ -59,6 +60,14 @@ public class ConfigurationSymbol extends CommonScopeSpanningSymbol {
return
Optional
.
ofNullable
(
criticOptimizer
);
}
public
LossSymbol
getLoss
()
{
return
loss
;
}
public
void
setLoss
(
LossSymbol
loss
)
{
this
.
loss
=
loss
;
}
protected
void
setRlRewardFunction
(
RewardFunctionSymbol
rlRewardFunctionSymbol
)
{
this
.
rlRewardFunctionSymbol
=
rlRewardFunctionSymbol
;
}
...
...
src/main/java/de/monticore/lang/monticar/cnntrain/_symboltable/LossParamSymbol.java
0 → 100644
View file @
fd32e1c9
/**
*
* ******************************************************************************
* MontiCAR Modeling Family, www.se-rwth.de
* Copyright (c) 2017, Software Engineering Group at RWTH Aachen,
* All rights reserved.
*
* This project is free software; you can redistribute it and/or
* modify it under the terms of the GNU Lesser General Public
* License as published by the Free Software Foundation; either
* version 3.0 of the License, or (at your option) any later version.
* This library is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
* Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public
* License along with this project. If not, see <http://www.gnu.org/licenses/>.
* *******************************************************************************
*/
package
de.monticore.lang.monticar.cnntrain._symboltable
;
import
de.monticore.symboltable.CommonSymbol
;
import
de.monticore.symboltable.SymbolKind
;
public
class
LossParamSymbol
extends
CommonSymbol
{
public
static
final
EntryKind
KIND
=
new
EntryKind
();
private
LossParamValueSymbol
value
;
public
LossParamSymbol
()
{
super
(
""
,
KIND
);
}
public
LossParamSymbol
(
String
name
,
SymbolKind
kind
)
{
super
(
name
,
kind
);
}
public
LossParamValueSymbol
getValue
()
{
return
value
;
}
public
void
setValue
(
LossParamValueSymbol
value
)
{
this
.
value
=
value
;
}
public
String
toString
(){
return
getValue
().
toString
();
}
}
src/main/java/de/monticore/lang/monticar/cnntrain/_symboltable/Loss.java
→
src/main/java/de/monticore/lang/monticar/cnntrain/_symboltable/Loss
ParamSymbolKind
.java
View file @
fd32e1c9
...
...
@@ -20,25 +20,19 @@
*/
package
de.monticore.lang.monticar.cnntrain._symboltable
;
public
enum
Loss
{
EUCLIDEAN
{
@Override
public
String
toString
()
{
return
"euclidean"
;
}
},
CROSS_ENTROPY
{
@Override
public
String
toString
()
{
return
"cross_entropy"
;
}
},
L1
{
@Override
public
String
toString
()
{
return
"l1"
;}
},
HUBER_LOSS
{
@Override
public
String
toString
()
{
return
"huber_loss"
;}
import
de.monticore.symboltable.SymbolKind
;
public
class
LossParamSymbolKind
implements
SymbolKind
{
private
static
final
String
NAME
=
"de.monticore.lang.monticar.cnntrain._symboltable.LossParamSymbolKind"
;
@Override
public
String
getName
()
{
return
NAME
;
}
@Override
public
boolean
isKindOf
(
SymbolKind
kind
)
{
return
NAME
.
equals
(
kind
.
getName
())
||
SymbolKind
.
super
.
isKindOf
(
kind
);
}
}
\ No newline at end of file
}
src/main/java/de/monticore/lang/monticar/cnntrain/_symboltable/LossParamValueSymbol.java
0 → 100644
View file @
fd32e1c9
/**
*
* ******************************************************************************
* MontiCAR Modeling Family, www.se-rwth.de
* Copyright (c) 2017, Software Engineering Group at RWTH Aachen,
* All rights reserved.
*
* This project is free software; you can redistribute it and/or
* modify it under the terms of the GNU Lesser General Public
* License as published by the Free Software Foundation; either
* version 3.0 of the License, or (at your option) any later version.
* This library is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
* Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public
* License along with this project. If not, see <http://www.gnu.org/licenses/>.
* *******************************************************************************
*/
package
de.monticore.lang.monticar.cnntrain._symboltable
;
import
de.monticore.symboltable.CommonSymbol
;
import
de.monticore.symboltable.SymbolKind
;
public
class
LossParamValueSymbol
extends
CommonSymbol
{
public
static
final
LossParamValueSymbolKind
KIND
=
new
LossParamValueSymbolKind
();
private
Object
value
;
public
LossParamValueSymbol
()
{
super
(
""
,
KIND
);
}
public
LossParamValueSymbol
(
String
name
,
SymbolKind
kind
)
{
super
(
name
,
kind
);
}
public
Object
getValue
()
{
return
value
;
}
public
void
setValue
(
Object
value
)
{
this
.
value
=
value
;
}
public
String
toString
(){
return
getValue
().
toString
();
}
}
src/main/java/de/monticore/lang/monticar/cnntrain/_symboltable/LossParamValueSymbolKind.java
0 → 100644
View file @
fd32e1c9
/**
*
* ******************************************************************************
* MontiCAR Modeling Family, www.se-rwth.de
* Copyright (c) 2017, Software Engineering Group at RWTH Aachen,
* All rights reserved.
*
* This project is free software; you can redistribute it and/or
* modify it under the terms of the GNU Lesser General Public
* License as published by the Free Software Foundation; either
* version 3.0 of the License, or (at your option) any later version.
* This library is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
* Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public
* License along with this project. If not, see <http://www.gnu.org/licenses/>.
* *******************************************************************************
*/
package
de.monticore.lang.monticar.cnntrain._symboltable
;
import
de.monticore.symboltable.SymbolKind
;
public
class
LossParamValueSymbolKind
implements
SymbolKind
{
private
static
final
String
NAME
=
"de.monticore.lang.monticar.cnntrain._symboltable.LossParamValueSymbolKind"
;
@Override
public
String
getName
()
{
return
NAME
;
}
@Override
public
boolean
isKindOf
(
SymbolKind
kind
)
{
return
NAME
.
equals
(
kind
.
getName
())
||
SymbolKind
.
super
.
isKindOf
(
kind
);
}
}
\ No newline at end of file
src/main/java/de/monticore/lang/monticar/cnntrain/_symboltable/LossSymbol.java
0 → 100644
View file @
fd32e1c9
/**
*
* ******************************************************************************
* MontiCAR Modeling Family, www.se-rwth.de
* Copyright (c) 2017, Software Engineering Group at RWTH Aachen,
* All rights reserved.
*
* This project is free software; you can redistribute it and/or
* modify it under the terms of the GNU Lesser General Public
* License as published by the Free Software Foundation; either
* version 3.0 of the License, or (at your option) any later version.
* This library is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
* Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public
* License along with this project. If not, see <http://www.gnu.org/licenses/>.
* *******************************************************************************
*/
package
de.monticore.lang.monticar.cnntrain._symboltable
;
import
java.util.HashMap
;
import
java.util.Map
;
public
class
LossSymbol
extends
de
.
monticore
.
symboltable
.
CommonSymbol
{
private
Map
<
String
,
LossParamSymbol
>
lossParamMap
=
new
HashMap
<>();
public
static
final
LossSymbolKind
KIND
=
LossSymbolKind
.
INSTANCE
;
public
LossSymbol
(
String
name
)
{
super
(
name
,
KIND
);
}
public
Map
<
String
,
LossParamSymbol
>
getLossParamMap
()
{
return
lossParamMap
;
}
public
void
setLossParamMap
(
Map
<
String
,
LossParamSymbol
>
lossParamMap
)
{
this
.
lossParamMap
=
lossParamMap
;
}
}
src/main/java/de/monticore/lang/monticar/cnntrain/_symboltable/LossSymbolKind.java
0 → 100644
View file @
fd32e1c9
/**
*
* ******************************************************************************
* MontiCAR Modeling Family, www.se-rwth.de
* Copyright (c) 2017, Software Engineering Group at RWTH Aachen,
* All rights reserved.
*
* This project is free software; you can redistribute it and/or
* modify it under the terms of the GNU Lesser General Public
* License as published by the Free Software Foundation; either
* version 3.0 of the License, or (at your option) any later version.
* This library is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
* Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public
* License along with this project. If not, see <http://www.gnu.org/licenses/>.
* *******************************************************************************
*/
package
de.monticore.lang.monticar.cnntrain._symboltable
;
import
de.monticore.symboltable.SymbolKind
;
public
class
LossSymbolKind
implements
SymbolKind
{
public
static
final
LossSymbolKind
INSTANCE
=
new
LossSymbolKind
();
private
static
final
String
NAME
=
"de.monticore.lang.monticar.cnntrain._symboltable.OptimizerSymbolKind"
;
@Override
public
String
getName
()
{
return
NAME
;
}
@Override
public
boolean
isKindOf
(
SymbolKind
kind
)
{
return
NAME
.
equals
(
kind
.
getName
())
||
SymbolKind
.
super
.
isKindOf
(
kind
);
}
}
src/test/resources/invalid_cocos_tests/CheckLearningParameterCombination1.cnnt
View file @
fd32e1c9
...
...
@@ -13,7 +13,7 @@ configuration CheckLearningParameterCombination1 {
target_score : 1000
training_interval : 10
loss : huber
_loss
loss : huber
use_fix_target_network : true
target_network_update_interval : 100
...
...
src/test/resources/invalid_cocos_tests/CheckReinforcementRequiresEnvironment.cnnt
View file @
fd32e1c9
...
...
@@ -11,7 +11,7 @@ configuration CheckReinforcementRequiresEnvironment {
target_score : 1000
training_interval : 10
loss : huber
_loss
loss : huber
use_fix_target_network : true
target_network_update_interval : 100
...
...
src/test/resources/invalid_cocos_tests/CheckRosEnvironmentRequiresRewardFunction.cnnt
View file @
fd32e1c9
...
...
@@ -18,7 +18,7 @@ configuration CheckRosEnvironmentRequiresRewardFunction {
target_score : 1000
training_interval : 10
loss : huber
_loss
loss : huber
use_fix_target_network : true
target_network_update_interval : 100
...
...
src/test/resources/invalid_cocos_tests/FixTargetNetworkRequiresInterval1.cnnt
View file @
fd32e1c9
...
...
@@ -7,7 +7,7 @@ configuration FixTargetNetworkRequiresInterval1 {
context : cpu
loss : huber
_loss
loss : huber
use_fix_target_network : true
}
\ No newline at end of file
src/test/resources/invalid_cocos_tests/FixTargetNetworkRequiresInterval2.cnnt
View file @
fd32e1c9
...
...
@@ -7,7 +7,7 @@ configuration FixTargetNetworkRequiresInterval2 {
context : cpu
loss : huber
_loss