[Engine] SDeepEngineType=NNabla [Network_Global] NumLayer=10 NumLink=9 [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=128,1 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 Property_5_Name=Order Property_5_Value=-1 NumProperty=6 [Layer_1] ID=40 Type=SquaredError Position_0=72 Position_1=480 Position_2=240 Position_3=48 Property_0_Name=Name Property_0_Value=SquaredError Property_1_Name=T.Dataset Property_1_Value=x Property_2_Name=T.Generator Property_2_Value=None Property_3_Name=T.GeneratorMultiplier Property_3_Value=1.0 NumProperty=4 [Layer_2] ID=51 Type=Affine Position_0=72 Position_1=96 Position_2=240 Position_3=48 Property_0_Name=Name Property_0_Value=Affine Property_1_Name=OutShape Property_1_Value=32 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_3] ID=53 Type=Affine Position_0=72 Position_1=384 Position_2=240 Position_3=48 Property_0_Name=Name Property_0_Value=Affine_2 Property_1_Name=OutShape Property_1_Value=128,1 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=55 Type=Affine Position_0=72 Position_1=192 Position_2=240 Position_3=48 Property_0_Name=Name Property_0_Value=Affine_3 Property_1_Name=OutShape Property_1_Value=8 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_5] ID=57 Type=Affine Position_0=72 Position_1=288 Position_2=240 Position_3=48 Property_0_Name=Name Property_0_Value=Affine_4 Property_1_Name=OutShape Property_1_Value=32 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_6] ID=59 Type=ReLU Position_0=72 Position_1=144 Position_2=240 Position_3=48 Property_0_Name=Name Property_0_Value=ReLU Property_1_Name=InPlace Property_1_Value=*AutoInPlaceOnce NumProperty=2 [Layer_7] ID=60 Type=ReLU Position_0=72 Position_1=240 Position_2=240 Position_3=48 Property_0_Name=Name Property_0_Value=ReLU_2 Property_1_Name=InPlace Property_1_Value=*AutoInPlaceOnce NumProperty=2 [Layer_8] ID=61 Type=ReLU Position_0=72 Position_1=336 Position_2=240 Position_3=48 Property_0_Name=Name Property_0_Value=ReLU_3 Property_1_Name=InPlace Property_1_Value=*AutoInPlaceOnce NumProperty=2 [Layer_9] ID=62 Type=Sigmoid Position_0=72 Position_1=432 Position_2=240 Position_3=48 Property_0_Name=Name Property_0_Value=Sigmoid NumProperty=1 [Link_0] ID=0 SourceLayerID=0 SourcePinIndex=0 DestLayerID=51 DestPinIndex=0 [Link_1] ID=6 SourceLayerID=51 SourcePinIndex=0 DestLayerID=59 DestPinIndex=0 [Link_2] ID=7 SourceLayerID=59 SourcePinIndex=0 DestLayerID=55 DestPinIndex=0 [Link_3] ID=8 SourceLayerID=55 SourcePinIndex=0 DestLayerID=60 DestPinIndex=0 [Link_4] ID=9 SourceLayerID=60 SourcePinIndex=0 DestLayerID=57 DestPinIndex=0 [Link_5] ID=10 SourceLayerID=61 SourcePinIndex=0 DestLayerID=53 DestPinIndex=0 [Link_6] ID=11 SourceLayerID=57 SourcePinIndex=0 DestLayerID=61 DestPinIndex=0 [Link_7] ID=12 SourceLayerID=62 SourcePinIndex=0 DestLayerID=40 DestPinIndex=0 [Link_8] ID=13 SourceLayerID=53 SourcePinIndex=0 DestLayerID=62 DestPinIndex=0 [Dataset] Num=2 MainIndex=0 [Dataset_0] Name=Training URI=D:\My Documents\My Seminar\Spresense-LowPower-EdgeAI\Chap08\nnc_dataset\dataset\pipe_train.csv Shuffle=1 EnableCache=0 ImageNormalization=0 NumData=411 [Dataset_1] Name=Validation URI=D:\My Documents\My Seminar\Spresense-LowPower-EdgeAI\Chap08\nnc_dataset\dataset\pipe_valid.csv Shuffle=0 EnableCache=0 ImageNormalization=0 NumData=103 [Description] Text= [Config] MaxEpoch=100 SaveBest=1 BatchSize=64 TypeConfig=Float MonitorInterval=10 AutoEvaluation=0 NumOptimizer=1 NumMonitor=2 NumExecutor=1 [Optimizer_0] RangeFrom=-1 RangeTo=-1 RangeUnit=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 LearningRatePower=1 LearningRateSteps= LearningRateWarmupScheduler=None LearningRateWarmupLength=0 LearningRateWarmupLengthUnit=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 [StructureSearch] Enabled=0 Method=Random Objective=ErrorAndCalculation Validation_Min=-1 Validation_Max=-1 CostMultiplyAdd_Min=-1 CostMultiplyAdd_Max=-1 EarlyStopping=0 TimeLimit=0 [OutOfCoreTraining] Enabled=0 GPUMemorySize=0 WindowSize=0