[Engine]
SDeepEngineType=NNabla
RNNTrainingMode=0
[Network_Global]
NumLayer=5
NumLink=4
[Layer_0]
ID=0
Type=Input
Position_0=72
Position_1=48
Position_2=240
Position_3=48
Property_0_Name=Name
Property_0_Value=Input
Property_1_Name=Size
Property_1_Value=143,1
Property_2_Name=Dataset
Property_2_Value=x
Property_3_Name=Generator
Property_3_Value=None
Property_4_Name=GeneratorMultiplier
Property_4_Value=1.0
NumProperty=5
[Layer_1]
ID=6
Type=SquaredError
Position_0=72
Position_1=336
Position_2=240
Position_3=48
Property_0_Name=Name
Property_0_Value=SquaredError
Property_1_Name=T.Dataset
Property_1_Value=y
Property_2_Name=T.Generator
Property_2_Value=None
Property_3_Name=T.GeneratorMultiplier
Property_3_Value=1.0
NumProperty=4
[Layer_2]
ID=7
Type=LSTM
Position_0=72
Position_1=120
Position_2=240
Position_3=48
Property_0_Name=Name
Property_0_Value=LSTM
Property_1_Name=Size
Property_1_Value=90
Property_2_Name=Axis
Property_2_Value=0
Property_3_Name=RecurrentGroupID
Property_3_Value=*Name
Property_4_Name=ParameterScope
Property_4_Value=*Name
Property_5_Name=H.Initial.Dataset
Property_5_Value=h
Property_6_Name=H.Initial.Generator
Property_6_Value=Constant
Property_7_Name=H.Initial.GeneratorMultiplier
Property_7_Value=0.0
Property_8_Name=C.Initial.Dataset
Property_8_Value=c
Property_9_Name=C.Initial.Generator
Property_9_Value=Constant
Property_10_Name=C.Initial.GeneratorMultiplier
Property_10_Value=0.0
Property_11_Name=Affine.W.File
Property_11_Value=
Property_12_Name=Affine.W.Initializer
Property_12_Value=NormalAffineGlorot
Property_13_Name=Affine.W.InitializerMultiplier
Property_13_Value=1.0
Property_14_Name=Affine.W.LRateMultiplier
Property_14_Value=1.0
Property_15_Name=Affine.b.File
Property_15_Value=
Property_16_Name=Affine.b.Initializer
Property_16_Value=Constant
Property_17_Name=Affine.b.InitializerMultiplier
Property_17_Value=0.0
Property_18_Name=Affine.b.LRateMultiplier
Property_18_Value=1.0
Property_19_Name=IGate.W.File
Property_19_Value=
Property_20_Name=IGate.W.Initializer
Property_20_Value=NormalAffineGlorot
Property_21_Name=IGate.W.InitializerMultiplier
Property_21_Value=1.0
Property_22_Name=IGate.W.LRateMultiplier
Property_22_Value=1.0
Property_23_Name=IGate.b.File
Property_23_Value=
Property_24_Name=IGate.b.Initializer
Property_24_Value=Constant
Property_25_Name=IGate.b.InitializerMultiplier
Property_25_Value=0.0
Property_26_Name=IGate.b.LRateMultiplier
Property_26_Value=1.0
Property_27_Name=FGate.W.File
Property_27_Value=
Property_28_Name=FGate.W.Initializer
Property_28_Value=NormalAffineGlorot
Property_29_Name=FGate.W.InitializerMultiplier
Property_29_Value=1.0
Property_30_Name=FGate.W.LRateMultiplier
Property_30_Value=1.0
Property_31_Name=FGate.b.File
Property_31_Value=
Property_32_Name=FGate.b.Initializer
Property_32_Value=Constant
Property_33_Name=FGate.b.InitializerMultiplier
Property_33_Value=0.0
Property_34_Name=FGate.b.LRateMultiplier
Property_34_Value=1.0
Property_35_Name=OGate.W.File
Property_35_Value=
Property_36_Name=OGate.W.Initializer
Property_36_Value=NormalAffineGlorot
Property_37_Name=OGate.W.InitializerMultiplier
Property_37_Value=1.0
Property_38_Name=OGate.W.LRateMultiplier
Property_38_Value=1.0
Property_39_Name=OGate.b.File
Property_39_Value=
Property_40_Name=OGate.b.Initializer
Property_40_Value=Constant
Property_41_Name=OGate.b.InitializerMultiplier
Property_41_Value=0.0
Property_42_Name=OGate.b.LRateMultiplier
Property_42_Value=1.0
NumProperty=43
[Layer_3]
ID=9
Type=Affine
Position_0=72
Position_1=192
Position_2=240
Position_3=48
Property_0_Name=Name
Property_0_Value=Affine
Property_1_Name=OutShape
Property_1_Value=1
Property_2_Name=WithBias
Property_2_Value=True
Property_3_Name=ParameterScope
Property_3_Value=*Name
Property_4_Name=W.File
Property_4_Value=
Property_5_Name=W.Initializer
Property_5_Value=NormalAffineGlorot
Property_6_Name=W.InitializerMultiplier
Property_6_Value=1.0
Property_7_Name=W.LRateMultiplier
Property_7_Value=1.0
Property_8_Name=b.File
Property_8_Value=
Property_9_Name=b.Initializer
Property_9_Value=Constant
Property_10_Name=b.InitializerMultiplier
Property_10_Value=0.0
Property_11_Name=b.LRateMultiplier
Property_11_Value=1.0
NumProperty=12
[Layer_4]
ID=11
Type=Sigmoid
Position_0=72
Position_1=264
Position_2=240
Position_3=48
Property_0_Name=Name
Property_0_Value=Sigmoid
NumProperty=1
[Link_0]
ID=6
SourceLayerID=0
SourcePinIndex=0
DestLayerID=7
DestPinIndex=0
[Link_1]
ID=7
SourceLayerID=7
SourcePinIndex=0
DestLayerID=9
DestPinIndex=0
[Link_2]
ID=10
SourceLayerID=9
SourcePinIndex=0
DestLayerID=11
DestPinIndex=0
[Link_3]
ID=11
SourceLayerID=11
SourcePinIndex=0
DestLayerID=6
DestPinIndex=0
[Dataset]
Num=2
MainIndex=0
[Dataset_0]
Name=Training
URI=E:\Softwares\neural_network_console_120\energydata_lstm_2\energydata_training_2.csv
Shuffle=1
EnableCache=0
ImageNormalization=1
NumData=4177
[Dataset_1]
Name=Validation
URI=E:\Softwares\neural_network_console_120\energydata_lstm_2\energydata_test_2.csv
Shuffle=0
EnableCache=0
ImageNormalization=1
NumData=577
[Description]
Text=
[Config]
MaxEpoch=10
SaveBest=1
BatchSize=64
TypeConfig=Float
MonitorInterval=10
NumOptimizer=1
NumMonitor=2
NumExecutor=1
[Optimizer_0]
Optimizer_Name=Optimizer
Optimizer_NetworkName=Main
Optimizer_DatasetName=Training
UpdateInterval=1
SolverName=Adam
SolverParameterNum=4
SolverParameterName_0=Alpha
SolverParameter_0=0.001
SolverParameterName_1=Beta1
SolverParameter_1=0.9
SolverParameterName_2=Beta2
SolverParameter_2=0.999
SolverParameterName_3=Epsilon
SolverParameter_3=1e-08
WeightDecay=0
LearningRateScheduler=Exponential
LearningRateMultiplier=1
LearningRateUpdateInterval=1
LearningRateUpdateIntervalUnit=0
NumLearningRateStep=0
[Monitor_0]
Monitor_Name=train_error
Monitor_NetworkName=MainValidation
Monitor_DatasetName=Training
[Monitor_1]
Monitor_Name=valid_error
Monitor_NetworkName=MainValidation
Monitor_DatasetName=Validation
[Executor_0]
Executor_Name=Executor
Executor_NetworkName=MainRuntime
Executor_DatasetName=Validation
NumEvaluations=1
RepeatEvaluationType=0
NeedBackPropagation=0
[Script]
Enabled=0
NumScript=0
[StructureSearch]
Enabled=0
Method=Random
Objective=ErrorAndCalculation
Validation_Min=-1
Validation_Max=-1
CostMultiplyAdd_Min=-1
CostMultiplyAdd_Max=-1
EarlyStopping=0
TimeLimit=0
